| variable | coefficient | sign_warning | |
|---|---|---|---|
| 1 | (Intercept) | 434701.2436 | OK |
| 2 | h(sq_ft_total-2032) | 203.7121 | OK |
| 3 | h(2032-sq_ft_total) | -205.0272 | OK |
| 4 | h(sq_ft_total-2032)*h(age-16) | 31.2128 | OK |
| 5 | h(sale_age-1698) | -170.5977 | OK |
| 6 | view_waterTRUE | 43388.8527 | OK |
| 7 | h(sq_ft_total-2032)*h(age-23) | -16.9065 | OK |
| 8 | h(sq_ft_total-2032)*h(baths_total-3) | 29.0772 | OK |
| 9 | h(sq_ft_total-2032)*h(3-baths_total) | 28.2249 | OK |
| 10 | h(1-garage_spaces) | 23281.3594 | OK |
| 11 | h(sq_ft_total-2032)*h(sale_age-1322) | 0.1220 | OK |
| 12 | h(sq_ft_total-2032)*h(1322-sale_age) | 0.0371 | OK |
| 13 | h(sq_ft_total-2032)*h(2-garage_spaces) | -67.7394 | OK |
| 14 | h(age-4) | -1685.8914 | OK |
| 15 | h(4-age) | -13995.7709 | OK |
| 16 | h(garage_spaces-3)*h(1698-sale_age) | 27.3231 | OK |
| 17 | h(sq_ft_total-2031)*h(age-4) | -17.0176 | OK |
| 18 | h(2031-sq_ft_total)*h(age-4) | 2.9369 | OK |
| 19 | h(4-age)*sale_age | 17.7100 | OK |
| 20 | h(2032-sq_ft_total)*h(latitude-34.749) | -2064.8720 | OK |
| 21 | h(baths_total-3) | 159531.0652 | OK |
| 23 | h(age-4)*h(garage_spaces-2) | 409.5852 | OK |
| 24 | view_panoramicTRUE*h(sale_age-1698) | 972.3831 | OK |
| 25 | h(baths_total-3)*beds_total | -31015.3153 | OK |
| 26 | h(3-baths_total)*h(garage_spaces-3) | 77840.9594 | OK |
| 27 | h(sale_age-500) | -20.8739 | OK |
| 28 | h(sq_ft_total-1754)*h(sale_age-1698) | -0.1432 | OK |
| 29 | h(age-37)*h(3-baths_total) | -1149.7180 | OK |
| 30 | h(37-age)*h(3-baths_total) | -602.5389 | OK |
| 31 | h(age-16)*h(3-baths_total) | 401.3636 | OK |
glmnetUI Model Report
Dataset Description
| Property | Value |
|---|---|
| Data file | Appraisal_2-5_clean2.xlsx |
| Observations | 780 |
| Response variable | sale_price |
| Predictors | area, sq_ft_total, lot_size, age, baths_total, beds_total, garage_spaces, hoa_fee, latitude, view_hills, view_other, view_golf_course, view_water, view_panoramic, view_city_lights, view_valley, view_greenbelt, view_canyon, sale_age |
| Purpose | appraisal |
Model Specification
| Parameter | Value |
|---|---|
| Alpha | 0.5 |
| Lambda | 403.34 |
| Lambda selection | cv |
| Family | gaussian |
| Standardize | TRUE |
| Relaxed | TRUE |
| Non-zero coefficients | 0 |
| Total predictors in model | -1 |
Results Summary
| Metric | Value |
|---|---|
| R² | 0.8168 |
| Adjusted R² | 0.8170 |
| Generalized R² | 0.8061 |
| CV R² | 0.7340 |
| RMSE | 41670.08 |
| MAE | 30636.42 |
Model Equation
\small \begin{array}{lrl} \text{sale\_price} & \;=\; & 434,701.24 \\ & & + {}^{0}g^{1}_{1} + {}^{0}g^{1}_{2} + {}^{0}g^{1}_{3} + {}^{0}g^{1}_{4} \\ & & + {}^{0}g^{1}_{5} + {}^{0}g^{1}_{6} + {}^{0}g^{2}_{1} + {}^{0}g^{2}_{2} \\ & & + {}^{0}g^{2}_{3} + {}^{0}g^{2}_{4} + {}^{0}g^{2}_{5} + {}^{0}g^{2}_{6} \\ & & + {}^{0}g^{2}_{7} + {}^{0}g^{2}_{8} + {}^{0}g^{2}_{9} + {}^{0}g^{2}_{10} \\ & & + {}^{0}g^{2}_{11} + {}^{0}g^{2}_{12} \\ & & \\ \\ \text{sq\_ft\_total} & {}^{0}g^{1}_{1} \;=\; & 203.7121 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \\ & & \quad - \; 205.0272 \cdot \max(0,\, 2,032.00 - \text{sq\_ft\_total}) \\ \text{sale\_age} & {}^{0}g^{1}_{2} \;=\; & -170.5977 \cdot \max(0,\, \text{sale\_age} - 1,698.00) \\ & & \quad - \; 20.8739 \cdot \max(0,\, \text{sale\_age} - 500.0000) \\ \text{view\_water} & {}^{0}g^{1}_{3} \;=\; & 43,388.85 \cdot I\{\text{view\_water} = \text{TRUE}\} \\ \text{garage\_spaces} & {}^{0}g^{1}_{4} \;=\; & 23,281.36 \cdot \max(0,\, 1.0000 - \text{garage\_spaces}) \\ \text{age} & {}^{0}g^{1}_{5} \;=\; & -1,685.89 \cdot \max(0,\, \text{age} - 4.0000) \\ & & \quad - \; 13,995.77 \cdot \max(0,\, 4.0000 - \text{age}) \\ \text{baths\_total} & {}^{0}g^{1}_{6} \;=\; & 159,531.07 \cdot \max(0,\, \text{baths\_total} - 3.0000) \\ \{\text{age},\, \text{sq\_ft\_total}\} & {}^{0}g^{2}_{1} \;=\; & 31.2128 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, \text{age} - 16.0000) \\ & & \quad - \; 16.9065 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, \text{age} - 23.0000) \\ & & \quad - \; 17.0176 \cdot \max(0,\, \text{sq\_ft\_total} - 2,031.00) \cdot \max(0,\, \text{age} - 4.0000) \\ & & \quad + \; 2.9369 \cdot \max(0,\, 2,031.00 - \text{sq\_ft\_total}) \cdot \max(0,\, \text{age} - 4.0000) \\ \{\text{baths\_total},\, \text{sq\_ft\_total}\} & {}^{0}g^{2}_{2} \;=\; & 29.0772 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, \text{baths\_total} - 3.0000) \\ & & \quad + \; 28.2249 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, 3.0000 - \text{baths\_total}) \\ \{\text{sale\_age},\, \text{sq\_ft\_total}\} & {}^{0}g^{2}_{3} \;=\; & 0.122049 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, \text{sale\_age} - 1,322.00) \\ & & \quad + \; 0.037068 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, 1,322.00 - \text{sale\_age}) \\ & & \quad - \; 0.143178 \cdot \max(0,\, \text{sq\_ft\_total} - 1,754.00) \cdot \max(0,\, \text{sale\_age} - 1,698.00) \\ \{\text{garage\_spaces},\, \text{sq\_ft\_total}\} & {}^{0}g^{2}_{4} \;=\; & -67.7394 \cdot \max(0,\, \text{sq\_ft\_total} - 2,032.00) \cdot \max(0,\, 2.0000 - \text{garage\_spaces}) \\ \{\text{garage\_spaces},\, \text{sale\_age}\} & {}^{0}g^{2}_{5} \;=\; & 27.3231 \cdot \max(0,\, \text{garage\_spaces} - 3.0000) \cdot \max(0,\, 1,698.00 - \text{sale\_age}) \\ \{\text{age},\, \text{sale\_age}\} & {}^{0}g^{2}_{6} \;=\; & 17.7100 \cdot \max(0,\, 4.0000 - \text{age}) \cdot \text{sale\_age} \\ \{\text{latitude},\, \text{sq\_ft\_total}\} & {}^{0}g^{2}_{7} \;=\; & -2,064.87 \cdot \max(0,\, 2,032.00 - \text{sq\_ft\_total}) \cdot \max(0,\, \text{latitude} - 34.7490) \\ \{\text{age},\, \text{garage\_spaces}\} & {}^{0}g^{2}_{8} \;=\; & 409.5852 \cdot \max(0,\, \text{age} - 4.0000) \cdot \max(0,\, \text{garage\_spaces} - 2.0000) \\ \{\text{sale\_age},\, \text{view\_panoramic}\} & {}^{0}g^{2}_{9} \;=\; & 972.3831 \cdot I\{\text{view\_panoramic} = \text{TRUE}\} \cdot \max(0,\, \text{sale\_age} - 1,698.00) \\ \{\text{baths\_total},\, \text{beds\_total}\} & {}^{0}g^{2}_{10} \;=\; & -31,015.32 \cdot \max(0,\, \text{baths\_total} - 3.0000) \cdot \text{beds\_total} \\ \{\text{baths\_total},\, \text{garage\_spaces}\} & {}^{0}g^{2}_{11} \;=\; & 77,840.96 \cdot \max(0,\, 3.0000 - \text{baths\_total}) \cdot \max(0,\, \text{garage\_spaces} - 3.0000) \\ \{\text{age},\, \text{baths\_total}\} & {}^{0}g^{2}_{12} \;=\; & -1,149.72 \cdot \max(0,\, \text{age} - 37.0000) \cdot \max(0,\, 3.0000 - \text{baths\_total}) \\ & & \quad - \; 602.5389 \cdot \max(0,\, 37.0000 - \text{age}) \cdot \max(0,\, 3.0000 - \text{baths\_total}) \\ & & \quad + \; 401.3636 \cdot \max(0,\, \text{age} - 16.0000) \cdot \max(0,\, 3.0000 - \text{baths\_total}) \end{array}
Coefficients
Variable Importance
| Variable | Importance | Relative |
|---|---|---|
| age × sq_ft_total | 410100.500 | 100.0 |
| sq_ft_total | 138086.542 | 33.7 |
| baths_total | 39947.695 | 9.7 |
| sale_age × sq_ft_total | 39249.944 | 9.6 |
| baths_total × beds_total | 37470.008 | 9.1 |
| sale_age | 32223.335 | 7.9 |
| age | 27517.230 | 6.7 |
| age × baths_total | 20890.521 | 5.1 |
| baths_total × sq_ft_total | 20858.761 | 5.1 |
| view_water | 20466.825 | 5.0 |
| latitude × sq_ft_total | 7892.930 | 1.9 |
| baths_total × garage_spaces | 7865.531 | 1.9 |
| age × sale_age | 6997.546 | 1.7 |
| garage_spaces × sq_ft_total | 6489.561 | 1.6 |
| sale_age × view_panoramic | 6295.678 | 1.5 |
| age × garage_spaces | 5438.536 | 1.3 |
| garage_spaces × sale_age | 4902.775 | 1.2 |
| garage_spaces | 4620.810 | 1.1 |
Contributions
sq_ft_total
age:sq_ft_total
sale_age
view_water
baths_total:sq_ft_total
garage_spaces
sale_age:sq_ft_total
garage_spaces:sq_ft_total
age
garage_spaces:sale_age
age:sale_age
latitude:sq_ft_total
baths_total
age:garage_spaces
sale_age:view_panoramic
baths_total:beds_total
baths_total:garage_spaces
age:baths_total
Correlation Matrix
ANOVA Decomposition
| Variable | Sum of Squares | % of Total |
|---|---|---|
| view_water | 489474058997 | 94.1 |
| view_panoramic | 30965126451 | 5.9 |
Diagnostics
Coefficient Path
Cross-Validation Error
Actual vs Predicted
Residuals vs Fitted
Normal Q-Q Plot
Model Output
== glmnet Model ==$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$cvm
[1] 9447393681 8979363948 8326187361 7737577525 7228121771 6757311857
[7] 6309280373 5800848123 5301417385 4891550884 4551417551 4255220281
[13] 3999359611 3785926293 3612122991 3469185635 3354648261 3262543807
[19] 3188997221 3130011911 3082838332 3041556946 3007100757 2976729290
[25] 2952652819 2934875145 2921310415 2910950449 2905064420 2899365081
[31] 2894000962 2891536771 2890129858 2890469378 2889426052 2876486706
[37] 2862553167 2854721737 2844973905 2832072991 2811424927 2786103588
[43] 2757417596 2728330760 2696507005 2659875213 2622130209 2590857644
[49] 2562837314 2524591372 2468758973 2420744135 2377168630 2339449567
[55] 2305281741 2275196215 2247378932 2220709199 2195030918 2172069928
[61] 2151644563 2134027529 2118218825 2104135861 2091747682 2080644731
[67] 2070946015 2062603699 2055525406 2049466626 2044109890 2039334671
[73] 2035174350 2031490639 2028254077 2025431059 2022920324 2020729261
[79] 2018801273 2017093433 2015554205 2014207131 2012982634 2011858563
[85] 2010872341
$cvsd
[1] 1263292811 1258827443 1208519596 1154311954 1102424723 1052829415
[7] 1009061881 972193127 937827728 906527528 873994800 833877422
[13] 791101240 749876213 713564396 682411454 655208806 631834280
[19] 612766184 596645489 582169352 569518630 557480075 544607304
[25] 532471492 521938876 513755127 508814227 505279493 502938534
[31] 501793371 502050284 502694186 503632781 504182627 502837888
[37] 501986359 503596760 506295859 508497909 510005315 511857458
[43] 513021414 512624726 510054000 503227863 492803209 486231121
[49] 481162345 464482528 428369247 396989898 367875621 343107513
[55] 320617754 300725038 282051954 263237613 244789354 228516054
[61] 214398961 202264968 191802235 182833356 175159340 168515233
[67] 162842490 158051975 153888474 150358432 147390540 144852220
[73] 142726649 140912271 139364633 138058404 136931782 135963818
[79] 135146932 134425617 133798842 133258296 132776204 132345442
[85] 131945969
$cvup
[1] 10710686492 10238191392 9534706957 8891889479 8330546494 7810141272
[7] 7318342254 6773041249 6239245113 5798078412 5425412351 5089097703
[13] 4790460852 4535802506 4325687387 4151597089 4009857067 3894378087
[19] 3801763405 3726657401 3665007684 3611075576 3564580831 3521336594
[25] 3485124311 3456814020 3435065542 3419764677 3410343913 3402303615
[31] 3395794332 3393587055 3392824044 3394102159 3393608680 3379324594
[37] 3364539526 3358318496 3351269764 3340570901 3321430242 3297961046
[43] 3270439010 3240955485 3206561005 3163103076 3114933418 3077088765
[49] 3043999659 2989073900 2897128221 2817734034 2745044252 2682557080
[55] 2625899495 2575921254 2529430887 2483946812 2439820272 2400585982
[61] 2366043525 2336292497 2310021060 2286969217 2266907022 2249159965
[67] 2233788505 2220655674 2209413880 2199825058 2191500429 2184186890
[73] 2177900999 2172402910 2167618710 2163489463 2159852106 2156693080
[79] 2153948204 2151519050 2149353047 2147465427 2145758838 2144204005
[85] 2142818310
$cvlo
[1] 8184100869 7720536505 7117667764 6583265570 6125697048 5704482442
[7] 5300218492 4828654996 4363589656 3985023356 3677422751 3421342859
[13] 3208258371 3036050080 2898558596 2786774181 2699439455 2630709527
[19] 2576231037 2533366422 2500668980 2472038316 2449620682 2432121986
[25] 2420181327 2412936269 2407555288 2402136222 2399784926 2396426548
[31] 2392207591 2389486487 2387435673 2386836597 2385243425 2373648818
[37] 2360566808 2351124977 2338678046 2323575082 2301419613 2274246130
[43] 2244396182 2215706034 2186453005 2156647350 2129327000 2104626523
[49] 2081674970 2060108844 2040389726 2023754237 2009293009 1996342054
[55] 1984663986 1974471177 1965326978 1957471587 1950241564 1943553874
[61] 1937245602 1931762562 1926416590 1921302504 1916588342 1912129498
[67] 1908103525 1904551724 1901636932 1899108193 1896719350 1894482451
[73] 1892447701 1890578367 1888889443 1887372655 1885988542 1884765443
[79] 1883654341 1882667816 1881755363 1880948836 1880206430 1879513120
[85] 1878926372
$nzero
s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19
0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13
s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38 s39
15 15 15 16 16 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26
s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59
27 27 26 26 29 29 29 29 29 29 29 29 30 30 30 29 29 29 30 30
s60 s61 s62 s63 s64 s65 s66 s67 s68 s69 s70 s71 s72 s73 s74 s75 s76 s77 s78 s79
30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
s80 s81 s82 s83 s84
30 30 30 30 30
$call
cv.glmnet(...)
$name
mse
"Mean-Squared Error"
$glmnet.fit
$a0
s0 s1 s2 s3 s4 s5 s6 s7
377294.3 376180.6 377356.1 378463.6 379501.9 380492.6 381471.9 382642.7
s8 s9 s10 s11 s12 s13 s14 s15
382738.6 382824.1 383848.5 386677.6 389689.3 392481.3 395066.3 397458.2
s16 s17 s18 s19 s20 s21 s22 s23
399604.5 401504.1 402960.6 404115.3 405011.6 405656.3 406236.0 406779.1
s24 s25 s26 s27 s28 s29 s30 s31
407268.8 407716.0 408140.4 408538.1 408885.0 409170.9 409420.3 409496.1
s32 s33 s34 s35 s36 s37 s38 s39
409911.8 410784.8 411491.2 411731.6 411975.1 412571.4 413900.8 415413.8
s40 s41 s42 s43 s44 s45 s46 s47
417558.8 419416.9 421098.0 422618.5 423870.9 425270.5 426368.7 427373.6
s48 s49 s50 s51 s52 s53 s54 s55
428293.6 429132.4 429898.2 430594.8 431395.7 432318.5 433235.6 434251.2
s56 s57 s58 s59 s60 s61 s62 s63
435088.1 435754.1 436271.6 436784.4 437313.8 437835.2 438357.5 438836.9
s64 s65 s66 s67 s68 s69 s70 s71
439278.4 439679.6 440046.2 440376.3 440679.7 440952.3 441195.6 441417.3
s72 s73 s74 s75 s76 s77 s78 s79
441615.2 441803.3 441966.5 442111.0 442241.2 442358.9 442464.8 442555.6
s80 s81 s82 s83 s84
442640.9 442711.9 442779.5 442840.6 442895.7
$beta30 x 85 sparse Matrix of class "dgCMatrix"
h(sq_ft_total-2032) . 10.152164 18.43494 26.28058
h(2032-sq_ft_total) . -3.019001 -14.36944 -25.09565
h(sq_ft_total-2032)*h(age-16) . . . .
h(sale_age-1698) . . . .
view_waterTRUE . . . .
h(sq_ft_total-2032)*h(age-23) . . . .
h(sq_ft_total-2032)*h(baths_total-3) . . . .
h(sq_ft_total-2032)*h(3-baths_total) . . . .
h(1-garage_spaces) . . . .
h(sq_ft_total-2032)*h(sale_age-1322) . . . .
h(sq_ft_total-2032)*h(1322-sale_age) . . . .
h(sq_ft_total-2032)*h(2-garage_spaces) . . . .
h(age-4) . . . .
h(4-age) . . . .
h(garage_spaces-3)*h(1698-sale_age) . . . .
h(sq_ft_total-2031)*h(age-4) . . . .
h(2031-sq_ft_total)*h(age-4) . . . .
h(4-age)*sale_age . . . .
h(2032-sq_ft_total)*h(latitude-34.749) . . . .
h(baths_total-3) . . . .
h(3-baths_total) . . . .
h(age-4)*h(garage_spaces-2) . . . .
view_panoramicTRUE*h(sale_age-1698) . . . .
h(baths_total-3)*beds_total . . . .
h(3-baths_total)*h(garage_spaces-3) . . . .
h(sale_age-500) . . . .
h(sq_ft_total-1754)*h(sale_age-1698) . . . .
h(age-37)*h(3-baths_total) . . . .
h(37-age)*h(3-baths_total) . . . .
h(age-16)*h(3-baths_total) . . . .
h(sq_ft_total-2032) 33.67447 3.843799e+01 4.167705e+01
h(2032-sq_ft_total) -35.18059 -4.464819e+01 -5.201409e+01
h(sq_ft_total-2032)*h(age-16) . . .
h(sale_age-1698) . . -1.815669e+00
view_waterTRUE . . .
h(sq_ft_total-2032)*h(age-23) . . .
h(sq_ft_total-2032)*h(baths_total-3) . . .
h(sq_ft_total-2032)*h(3-baths_total) . . .
h(1-garage_spaces) . . .
h(sq_ft_total-2032)*h(sale_age-1322) . . .
h(sq_ft_total-2032)*h(1322-sale_age) . 1.816908e-03 7.216562e-03
h(sq_ft_total-2032)*h(2-garage_spaces) . . .
h(age-4) . . .
h(4-age) . . .
h(garage_spaces-3)*h(1698-sale_age) . . .
h(sq_ft_total-2031)*h(age-4) . . .
h(2031-sq_ft_total)*h(age-4) . . -4.500002e-02
h(4-age)*sale_age . . .
h(2032-sq_ft_total)*h(latitude-34.749) . . .
h(baths_total-3) . 6.597453e+03 1.330502e+04
h(3-baths_total) . . .
h(age-4)*h(garage_spaces-2) . . .
view_panoramicTRUE*h(sale_age-1698) . . .
h(baths_total-3)*beds_total . . .
h(3-baths_total)*h(garage_spaces-3) . . .
h(sale_age-500) . . .
h(sq_ft_total-1754)*h(sale_age-1698) . . .
h(age-37)*h(3-baths_total) . . .
h(37-age)*h(3-baths_total) . . .
h(age-16)*h(3-baths_total) . . .
h(sq_ft_total-2032) 45.1367029 4.818328e+01
h(2032-sq_ft_total) -57.6684817 -6.264893e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -21.9434869 -4.054303e+01
view_waterTRUE 1473.8548416 5.682357e+03
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) . .
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 0.0106806 1.348015e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) . .
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) -0.1109246 -1.675903e-01
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 19493.7754384 2.517295e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) . .
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 5.098007e+01 5.347922e+01
h(2032-sq_ft_total) -6.736627e+01 -7.149863e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -5.788090e+01 -7.402863e+01
view_waterTRUE 9.586856e+03 1.327980e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) . .
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.585399e-02 1.784006e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) . -4.334252e+01
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) -2.139603e-01 -2.330381e-01
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 3.040989e+04 3.519287e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) . .
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 5.580706e+01 5.804784e+01
h(2032-sq_ft_total) -7.532442e+01 -7.899659e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -8.638221e+01 -9.623224e+01
view_waterTRUE 1.675804e+04 1.994668e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.281099e-01 4.640533e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.875001e-02 1.892196e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -1.380474e+02 -2.284291e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) -2.177232e-01 -1.957877e-01
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 3.942298e+04 4.296242e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) -1.189933e+00 -2.909062e+00
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 6.008039e+01 6.194286e+01
h(2032-sq_ft_total) -8.262374e+01 -8.618819e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.052621e+02 -1.134860e+02
view_waterTRUE 2.287325e+04 2.555206e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 6.757551e-01 7.883642e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.898493e-02 1.893449e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -3.135094e+02 -3.934099e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) -1.653628e-01 -1.278367e-01
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 4.634393e+04 4.954939e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) -4.459776e+00 -5.863932e+00
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 6.343170e+01 6.480458e+01
h(2032-sq_ft_total) -8.990150e+01 -9.322218e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.208079e+02 -1.273823e+02
view_waterTRUE 2.807944e+04 3.041116e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 9.020328e-01 1.019069e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.878396e-02 1.849747e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -4.704208e+02 -5.415384e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 3.117046e+00 6.906520e+00
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) -7.804229e-02 -2.990175e-02
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 5.188236e+04 5.375498e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) -7.109691e+00 -8.240357e+00
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 6.596980e+01 6.714228e+01
h(2032-sq_ft_total) -9.581246e+01 -9.673018e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.333534e+02 -1.388236e+02
view_waterTRUE 3.251519e+04 3.437183e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.000203e+00 1.021083e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.825494e-02 1.798064e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -6.031231e+02 -6.505833e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 1.030095e+01 1.335900e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) -1.661315e+01 -1.365943e+02
h(baths_total-3) 5.571251e+04 5.736806e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . 1.205301e+03
h(sale_age-500) -9.246251e+00 -1.014144e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 6.814193e+01 6.907078e+01
h(2032-sq_ft_total) -9.729470e+01 -9.770287e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.439726e+02 -1.485276e+02
view_waterTRUE 3.606386e+04 3.757640e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.051675e+00 1.065585e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.771384e-02 1.745036e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -6.915450e+02 -7.252116e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 1.524228e+01 1.675559e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age . 5.101821e-01
h(2032-sq_ft_total)*h(latitude-34.749) -2.462549e+02 -3.468422e+02
h(baths_total-3) 5.897624e+04 6.041437e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.059463e+01 4.350207e+01
view_panoramicTRUE*h(sale_age-1698) . 7.149989e+00
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 8.731067e+03 1.553163e+04
h(sale_age-500) -1.105746e+01 -1.189917e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 6.997627e+01 7.085514e+01
h(2032-sq_ft_total) -9.800326e+01 -9.823628e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.525403e+02 -1.560689e+02
view_waterTRUE 3.882567e+04 3.994951e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.106809e+00 1.174264e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.725503e-02 1.698708e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -7.503317e+02 -7.730139e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 1.811404e+01 1.931767e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.770095e+00 2.906521e+00
h(2032-sq_ft_total)*h(latitude-34.749) -4.384277e+02 -5.207735e+02
h(baths_total-3) 6.156001e+04 6.250214e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 6.556517e+01 8.543846e+01
view_panoramicTRUE*h(sale_age-1698) 1.057065e+02 1.947521e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 2.177399e+04 2.740956e+04
h(sale_age-500) -1.273462e+01 -1.350853e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.179785e+01 7.254970e+01
h(2032-sq_ft_total) -9.845891e+01 -9.865867e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.591778e+02 -1.621903e+02
view_waterTRUE 4.095995e+04 4.186959e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.282645e+00 1.211067e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.681391e-02 1.693825e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -3.654044e+00 -8.849822e+00
h(age-4) -7.933547e+02 -8.120210e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.041226e+01 2.143472e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 3.927636e+00 4.828756e+00
h(2032-sq_ft_total)*h(latitude-34.749) -5.940478e+02 -6.605575e+02
h(baths_total-3) 6.307928e+04 6.389635e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 1.017332e+02 1.151335e+02
view_panoramicTRUE*h(sale_age-1698) 2.750419e+02 3.466702e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 3.250503e+04 3.707397e+04
h(sale_age-500) -1.423285e+01 -1.482793e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.330505e+01 7.399377e+01
h(2032-sq_ft_total) -9.880362e+01 -9.892471e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.647713e+02 -1.670742e+02
view_waterTRUE 4.268453e+04 4.341480e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.165274e+00 1.126524e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.693036e-02 1.690888e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -1.352422e+01 -1.772043e+01
h(age-4) -8.289696e+02 -8.441549e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.229697e+01 2.307071e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 5.638023e+00 6.363784e+00
h(2032-sq_ft_total)*h(latitude-34.749) -7.199645e+02 -7.731887e+02
h(baths_total-3) 6.456923e+04 6.515825e+04
h(3-baths_total) . -3.179997e+01
h(age-4)*h(garage_spaces-2) 1.274521e+02 1.380971e+02
view_panoramicTRUE*h(sale_age-1698) 4.113509e+02 4.693675e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 4.118964e+04 4.489607e+04
h(sale_age-500) -1.539631e+01 -1.590816e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.458077e+01 7.512880e+01
h(2032-sq_ft_total) -9.898861e+01 -9.905216e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.691355e+02 -1.709759e+02
view_waterTRUE 4.406755e+04 4.465218e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.092594e+00 1.057953e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . 3.625949e+01
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.687847e-02 1.684378e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -2.148832e+01 -2.488710e+01
h(age-4) -8.578179e+02 -8.700889e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.375456e+01 2.437010e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 7.010627e+00 7.590564e+00
h(2032-sq_ft_total)*h(latitude-34.749) -8.202803e+02 -8.629726e+02
h(baths_total-3) 6.568658e+04 6.615851e+04
h(3-baths_total) -8.736576e+01 -1.254270e+02
h(age-4)*h(garage_spaces-2) 1.478167e+02 1.563832e+02
view_panoramicTRUE*h(sale_age-1698) 5.213751e+02 5.680021e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 4.822693e+04 5.120976e+04
h(sale_age-500) -1.636781e+01 -1.678083e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.572170e+01 7.624760e+01
h(2032-sq_ft_total) -9.888742e+01 -9.874605e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.726392e+02 -1.741536e+02
view_waterTRUE 4.514783e+04 4.559123e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.014751e+00 9.525363e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) 2.428700e+03 4.570361e+03
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.680645e-02 1.679561e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -2.951717e+01 -3.366592e+01
h(age-4) -8.830140e+02 -8.945447e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.482367e+01 2.523917e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 8.113060e+00 8.579401e+00
h(2032-sq_ft_total)*h(latitude-34.749) -9.239149e+02 -9.787218e+02
h(baths_total-3) 6.655334e+04 6.695188e+04
h(3-baths_total) -2.121846e+02 -2.852264e+02
h(age-4)*h(garage_spaces-2) 1.662105e+02 1.747972e+02
view_panoramicTRUE*h(sale_age-1698) 6.110587e+02 6.495180e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 5.393979e+04 5.638056e+04
h(sale_age-500) -1.717770e+01 -1.752507e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.702529e+01 7.794165e+01
h(2032-sq_ft_total) -9.873279e+01 -9.933759e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.754916e+02 -1.766475e+02
view_waterTRUE 4.598724e+04 4.631516e+04
h(sq_ft_total-2032)*h(age-23) -5.357261e-02 -1.531828e-01
h(sq_ft_total-2032)*h(baths_total-3) 8.665700e-01 5.553766e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) 6.475319e+03 8.201061e+03
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.677173e-02 1.686177e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -3.740220e+01 -4.077765e+01
h(age-4) -8.982385e+02 -9.122124e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.562404e+01 2.593917e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 9.030171e+00 9.502148e+00
h(2032-sq_ft_total)*h(latitude-34.749) -1.028798e+03 -1.069446e+03
h(baths_total-3) 6.717634e+04 6.761716e+04
h(3-baths_total) -3.604988e+02 .
h(age-4)*h(garage_spaces-2) 1.825388e+02 1.897485e+02
view_panoramicTRUE*h(sale_age-1698) 6.835996e+02 7.136848e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 5.857829e+04 6.070698e+04
h(sale_age-500) -1.783224e+01 -1.810184e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . -4.496826e+01
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.844889e+01 7.947773e+01
h(2032-sq_ft_total) -9.960404e+01 -9.976736e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.776985e+02 -1.785726e+02
view_waterTRUE 4.660518e+04 4.683814e+04
h(sq_ft_total-2032)*h(age-23) -2.305163e-01 -2.671891e-01
h(sq_ft_total-2032)*h(baths_total-3) 3.786658e-01 4.146083e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) 9.815403e+03 1.129154e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.692037e-02 1.682743e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -4.386727e+01 -4.662104e+01
h(age-4) -9.329460e+02 -9.496062e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.617641e+01 2.629870e+01
h(sq_ft_total-2031)*h(age-4) . -2.921538e-02
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 9.908020e+00 1.025326e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.103395e+03 -1.135718e+03
h(baths_total-3) 6.789408e+04 7.100857e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 1.959988e+02 2.039523e+02
view_panoramicTRUE*h(sale_age-1698) 7.404014e+02 7.647715e+02
h(baths_total-3)*beds_total . -7.453243e+02
h(3-baths_total)*h(garage_spaces-3) 6.277792e+04 6.458593e+04
h(sale_age-500) -1.834855e+01 -1.859657e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) -9.535812e+01 -1.383651e+02
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.429812e+01 8.683863e+01
h(2032-sq_ft_total) -1.002690e+02 -1.007240e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.792554e+02 -1.799483e+02
view_waterTRUE 4.690720e+04 4.696410e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 3.033134e+00 5.675970e+00
h(sq_ft_total-2032)*h(3-baths_total) 3.613744e-01 2.497184e+00
h(1-garage_spaces) 1.257792e+04 1.374673e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.634277e-02 1.541391e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -4.867557e+01 -5.044657e+01
h(age-4) -9.475876e+02 -9.452775e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.636334e+01 2.669880e+01
h(sq_ft_total-2031)*h(age-4) -3.174499e-01 -4.379028e-01
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.052411e+01 1.088407e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.166322e+03 -1.194067e+03
h(baths_total-3) 8.820503e+04 1.048237e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.277011e+02 2.473030e+02
view_panoramicTRUE*h(sale_age-1698) 7.866249e+02 8.057977e+02
h(baths_total-3)*beds_total -5.760099e+03 -1.054004e+04
h(3-baths_total)*h(garage_spaces-3) 6.581938e+04 6.687879e+04
h(sale_age-500) -1.883097e+01 -1.906021e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . 1.976462e+00
h(37-age)*h(3-baths_total) -1.720192e+02 -2.136200e+02
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.883538e+01 9.209252e+01
h(2032-sq_ft_total) -1.011393e+02 -1.054003e+02
h(sq_ft_total-2032)*h(age-16) . 3.334489e-01
h(sale_age-1698) -1.805653e+02 -1.809490e+02
view_waterTRUE 4.701751e+04 4.699702e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 8.292557e+00 1.112666e+01
h(sq_ft_total-2032)*h(3-baths_total) 4.244877e+00 5.245745e+00
h(1-garage_spaces) 1.461563e+04 1.545010e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.444666e-02 1.370906e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.189169e+01 -5.324039e+01
h(age-4) -9.562133e+02 -9.962665e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.698885e+01 2.702562e+01
h(sq_ft_total-2031)*h(age-4) -5.352778e-01 -8.533781e-01
h(2031-sq_ft_total)*h(age-4) . 1.224730e-01
h(4-age)*sale_age 1.114818e+01 1.115223e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.226017e+03 -1.281136e+03
h(baths_total-3) 1.209087e+05 1.351458e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.664148e+02 2.880501e+02
view_panoramicTRUE*h(sale_age-1698) 8.236802e+02 8.398513e+02
h(baths_total-3)*beds_total -1.515767e+04 -1.941693e+04
h(3-baths_total)*h(garage_spaces-3) 6.777121e+04 6.851294e+04
h(sale_age-500) -1.926809e+01 -1.943291e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) 2.334255e+01 .
h(37-age)*h(3-baths_total) -2.575148e+02 -3.013889e+02
h(age-16)*h(3-baths_total) . 9.344204e+00
h(sq_ft_total-2032) 1.003951e+02 1.065351e+02
h(2032-sq_ft_total) -1.108306e+02 -1.162827e+02
h(sq_ft_total-2032)*h(age-16) 1.238317e+00 2.416026e+00
h(sale_age-1698) -1.818248e+02 -1.829562e+02
view_waterTRUE 4.692850e+04 4.679319e+04
h(sq_ft_total-2032)*h(age-23) . -3.272528e-01
h(sq_ft_total-2032)*h(baths_total-3) 1.248540e+01 1.448436e+01
h(sq_ft_total-2032)*h(3-baths_total) 5.831902e+00 6.771827e+00
h(1-garage_spaces) 1.604385e+04 1.650493e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.515208e-03 5.020889e-03
h(sq_ft_total-2032)*h(1322-sale_age) 1.455050e-02 1.581157e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.444237e+01 -5.542344e+01
h(age-4) -1.042167e+03 -1.106058e+03
h(4-age) -1.639662e+02 -1.388535e+03
h(garage_spaces-3)*h(1698-sale_age) 2.647418e+01 2.638956e+01
h(sq_ft_total-2031)*h(age-4) -1.695995e+00 -2.520973e+00
h(2031-sq_ft_total)*h(age-4) 2.875769e-01 4.559555e-01
h(4-age)*sale_age 1.094287e+01 1.168014e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.351039e+03 -1.416633e+03
h(baths_total-3) 1.451514e+05 1.541402e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 3.094661e+02 3.279378e+02
view_panoramicTRUE*h(sale_age-1698) 8.543519e+02 8.687088e+02
h(baths_total-3)*beds_total -2.231205e+04 -2.507534e+04
h(3-baths_total)*h(garage_spaces-3) 6.907509e+04 6.945104e+04
h(sale_age-500) -1.944213e+01 -1.957302e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) -3.411933e+02 -3.809607e+02
h(age-16)*h(3-baths_total) 3.795689e+00 1.320850e+00
h(sq_ft_total-2032) 1.115738e+02 1.171447e+02
h(2032-sq_ft_total) -1.210800e+02 -1.254495e+02
h(sq_ft_total-2032)*h(age-16) 3.959459e+00 5.626647e+00
h(sale_age-1698) -1.838391e+02 -1.847354e+02
view_waterTRUE 4.661224e+04 4.642468e+04
h(sq_ft_total-2032)*h(age-23) -1.233236e+00 -2.218764e+00
h(sq_ft_total-2032)*h(baths_total-3) 1.671100e+01 1.863784e+01
h(sq_ft_total-2032)*h(3-baths_total) 8.474313e+00 1.014634e+01
h(1-garage_spaces) 1.692141e+04 1.728794e+04
h(sq_ft_total-2032)*h(sale_age-1322) 7.514718e-03 1.006043e-02
h(sq_ft_total-2032)*h(1322-sale_age) 1.618280e-02 1.672046e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.644901e+01 -5.740708e+01
h(age-4) -1.160544e+03 -1.210405e+03
h(4-age) -2.395841e+03 -3.349600e+03
h(garage_spaces-3)*h(1698-sale_age) 2.654557e+01 2.665706e+01
h(sq_ft_total-2031)*h(age-4) -3.288984e+00 -4.116914e+00
h(2031-sq_ft_total)*h(age-4) 6.022470e-01 7.351526e-01
h(4-age)*sale_age 1.231750e+01 1.288231e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.475556e+03 -1.529463e+03
h(baths_total-3) 1.617812e+05 1.676049e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 3.401229e+02 3.505675e+02
view_panoramicTRUE*h(sale_age-1698) 8.813985e+02 8.927589e+02
h(baths_total-3)*beds_total -2.753176e+04 -2.948797e+04
h(3-baths_total)*h(garage_spaces-3) 6.994333e+04 7.041138e+04
h(sale_age-500) -1.969357e+01 -1.977685e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) -4.195759e+02 -4.542764e+02
h(age-16)*h(3-baths_total) 1.706014e-01 .
h(sq_ft_total-2032) 1.227371e+02 1.288488e+02
h(2032-sq_ft_total) -1.294262e+02 -1.347685e+02
h(sq_ft_total-2032)*h(age-16) 7.286457e+00 8.993590e+00
h(sale_age-1698) -1.855917e+02 -1.844883e+02
view_waterTRUE 4.623911e+04 4.602949e+04
h(sq_ft_total-2032)*h(age-23) -3.204605e+00 -4.154814e+00
h(sq_ft_total-2032)*h(baths_total-3) 2.036109e+01 2.181368e+01
h(sq_ft_total-2032)*h(3-baths_total) 1.174937e+01 1.329719e+01
h(1-garage_spaces) 1.761403e+04 1.805742e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.251433e-02 2.061455e-02
h(sq_ft_total-2032)*h(1322-sale_age) 1.729960e-02 1.833702e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.828449e+01 -5.914705e+01
h(age-4) -1.255610e+03 -1.290819e+03
h(4-age) -4.232547e+03 -5.107622e+03
h(garage_spaces-3)*h(1698-sale_age) 2.674210e+01 2.682148e+01
h(sq_ft_total-2031)*h(age-4) -4.939635e+00 -5.829600e+00
h(2031-sq_ft_total)*h(age-4) 8.560940e-01 1.010039e+00
h(4-age)*sale_age 1.338400e+01 1.386952e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.578438e+03 -1.625177e+03
h(baths_total-3) 1.723882e+05 1.761773e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 3.597759e+02 3.672510e+02
view_panoramicTRUE*h(sale_age-1698) 9.029119e+02 9.117514e+02
h(baths_total-3)*beds_total -3.114412e+04 -3.248176e+04
h(3-baths_total)*h(garage_spaces-3) 7.084248e+04 7.145099e+04
h(sale_age-500) -1.983916e+01 -1.999877e+01
h(sq_ft_total-1754)*h(sale_age-1698) . -1.086111e-02
h(age-37)*h(3-baths_total) . -4.170818e+01
h(37-age)*h(3-baths_total) -4.856743e+02 -5.059398e+02
h(age-16)*h(3-baths_total) . 7.432075e+00
h(sq_ft_total-2032) 1.330445e+02 1.383635e+02
h(2032-sq_ft_total) -1.430837e+02 -1.504295e+02
h(sq_ft_total-2032)*h(age-16) 1.059557e+01 1.223268e+01
h(sale_age-1698) -1.825476e+02 -1.810523e+02
view_waterTRUE 4.580578e+04 4.558121e+04
h(sq_ft_total-2032)*h(age-23) -5.089439e+00 -6.013618e+00
h(sq_ft_total-2032)*h(baths_total-3) 2.318758e+01 2.427795e+01
h(sq_ft_total-2032)*h(3-baths_total) 1.455323e+01 1.568584e+01
h(1-garage_spaces) 1.869676e+04 1.928042e+04
h(sq_ft_total-2032)*h(sale_age-1322) 3.159744e-02 4.048085e-02
h(sq_ft_total-2032)*h(1322-sale_age) 1.969818e-02 2.096466e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.000662e+01 -6.084358e+01
h(age-4) -1.341619e+03 -1.382952e+03
h(4-age) -6.000528e+03 -6.824284e+03
h(garage_spaces-3)*h(1698-sale_age) 2.709437e+01 2.719350e+01
h(sq_ft_total-2031)*h(age-4) -6.596911e+00 -7.419564e+00
h(2031-sq_ft_total)*h(age-4) 1.237592e+00 1.438654e+00
h(4-age)*sale_age 1.437703e+01 1.481218e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.675439e+03 -1.721001e+03
h(baths_total-3) 1.791893e+05 1.812347e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 3.741289e+02 3.808077e+02
view_panoramicTRUE*h(sale_age-1698) 9.195783e+02 9.264556e+02
h(baths_total-3)*beds_total -3.353486e+04 -3.432687e+04
h(3-baths_total)*h(garage_spaces-3) 7.213066e+04 7.271852e+04
h(sale_age-500) -2.019251e+01 -2.034175e+01
h(sq_ft_total-1754)*h(sale_age-1698) -2.644440e-02 -3.878613e-02
h(age-37)*h(3-baths_total) -1.764139e+02 -2.984538e+02
h(37-age)*h(3-baths_total) -5.198218e+02 -5.288947e+02
h(age-16)*h(3-baths_total) 5.703353e+01 1.018961e+02
h(sq_ft_total-2032) 1.435328e+02 1.485760e+02
h(2032-sq_ft_total) -1.571445e+02 -1.632637e+02
h(sq_ft_total-2032)*h(age-16) 1.381381e+01 1.535251e+01
h(sale_age-1698) -1.796916e+02 -1.784590e+02
view_waterTRUE 4.536845e+04 4.516674e+04
h(sq_ft_total-2032)*h(age-23) -6.909250e+00 -7.786123e+00
h(sq_ft_total-2032)*h(baths_total-3) 2.523483e+01 2.606630e+01
h(sq_ft_total-2032)*h(3-baths_total) 1.677152e+01 1.782373e+01
h(1-garage_spaces) 1.980429e+04 2.027329e+04
h(sq_ft_total-2032)*h(sale_age-1322) 4.878510e-02 5.657778e-02
h(sq_ft_total-2032)*h(1322-sale_age) 2.220229e-02 2.341995e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.160741e+01 -6.230769e+01
h(age-4) -1.420564e+03 -1.454751e+03
h(4-age) -7.586027e+03 -8.292116e+03
h(garage_spaces-3)*h(1698-sale_age) 2.727658e+01 2.734864e+01
h(sq_ft_total-2031)*h(age-4) -8.214104e+00 -8.985775e+00
h(2031-sq_ft_total)*h(age-4) 1.622495e+00 1.790099e+00
h(4-age)*sale_age 1.520094e+01 1.554816e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.762546e+03 -1.800375e+03
h(baths_total-3) 1.826376e+05 1.833727e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 3.866007e+02 3.914952e+02
view_panoramicTRUE*h(sale_age-1698) 9.325813e+02 9.380335e+02
h(baths_total-3)*beds_total -3.493405e+04 -3.535321e+04
h(3-baths_total)*h(garage_spaces-3) 7.325935e+04 7.376087e+04
h(sale_age-500) -2.046989e+01 -2.057785e+01
h(sq_ft_total-1754)*h(sale_age-1698) -5.020889e-02 -6.080473e-02
h(age-37)*h(3-baths_total) -4.090945e+02 -5.088670e+02
h(37-age)*h(3-baths_total) -5.372004e+02 -5.448962e+02
h(age-16)*h(3-baths_total) 1.422811e+02 1.784056e+02
h(sq_ft_total-2032) 1.535061e+02 1.582411e+02
h(2032-sq_ft_total) -1.688234e+02 -1.738612e+02
h(sq_ft_total-2032)*h(age-16) 1.684590e+01 1.827894e+01
h(sale_age-1698) -1.773469e+02 -1.763443e+02
view_waterTRUE 4.497608e+04 4.479730e+04
h(sq_ft_total-2032)*h(age-23) -8.639821e+00 -9.463180e+00
h(sq_ft_total-2032)*h(baths_total-3) 2.677801e+01 2.738980e+01
h(sq_ft_total-2032)*h(3-baths_total) 1.883796e+01 1.980962e+01
h(1-garage_spaces) 2.069278e+04 2.106750e+04
h(sq_ft_total-2032)*h(sale_age-1322) 6.388496e-02 7.069667e-02
h(sq_ft_total-2032)*h(1322-sale_age) 2.462041e-02 2.578203e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.295028e+01 -6.353865e+01
h(age-4) -1.485732e+03 -1.513833e+03
h(4-age) -8.947129e+03 -9.551562e+03
h(garage_spaces-3)*h(1698-sale_age) 2.740808e+01 2.745977e+01
h(sq_ft_total-2031)*h(age-4) -9.734990e+00 -1.045254e+01
h(2031-sq_ft_total)*h(age-4) 1.942437e+00 2.080534e+00
h(4-age)*sale_age 1.585789e+01 1.613415e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.834763e+03 -1.865947e+03
h(baths_total-3) 1.835126e+05 1.831909e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 3.956101e+02 3.990362e+02
view_panoramicTRUE*h(sale_age-1698) 9.428866e+02 9.472069e+02
h(baths_total-3)*beds_total -3.560327e+04 -3.571921e+04
h(3-baths_total)*h(garage_spaces-3) 7.422597e+04 7.465637e+04
h(sale_age-500) -2.066748e+01 -2.074202e+01
h(sq_ft_total-1754)*h(sale_age-1698) -7.062084e-02 -7.967813e-02
h(age-37)*h(3-baths_total) -5.986096e+02 -6.791238e+02
h(37-age)*h(3-baths_total) -5.519777e+02 -5.585663e+02
h(age-16)*h(3-baths_total) 2.106547e+02 2.393994e+02
h(sq_ft_total-2032) 1.628086e+02 1.671920e+02
h(2032-sq_ft_total) -1.784156e+02 -1.821226e+02
h(sq_ft_total-2032)*h(age-16) 1.965374e+01 2.098396e+01
h(sale_age-1698) -1.754438e+02 -1.746717e+02
view_waterTRUE 4.462982e+04 4.448565e+04
h(sq_ft_total-2032)*h(age-23) -1.025508e+01 -1.102506e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.790710e+01 2.834619e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.073744e+01 2.177193e+01
h(1-garage_spaces) 2.140195e+04 2.169717e+04
h(sq_ft_total-2032)*h(sale_age-1322) 7.704927e-02 8.300238e-02
h(sq_ft_total-2032)*h(1322-sale_age) 2.691089e-02 2.800534e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.407799e+01 -6.456728e+01
h(age-4) -1.539244e+03 -1.564890e+03
h(4-age) -1.011019e+04 -1.086010e+04
h(garage_spaces-3)*h(1698-sale_age) 2.750225e+01 2.752064e+01
h(sq_ft_total-2031)*h(age-4) -1.114108e+01 -1.180851e+01
h(2031-sq_ft_total)*h(age-4) 2.205428e+00 2.307800e+00
h(4-age)*sale_age 1.638032e+01 1.664808e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.894192e+03 -1.918088e+03
h(baths_total-3) 1.824588e+05 1.814171e+05
h(3-baths_total) . -1.731725e+03
h(age-4)*h(garage_spaces-2) 4.018670e+02 4.039804e+02
view_panoramicTRUE*h(sale_age-1698) 9.510527e+02 9.544768e+02
h(baths_total-3)*beds_total -3.571504e+04 -3.561334e+04
h(3-baths_total)*h(garage_spaces-3) 7.505486e+04 7.546485e+04
h(sale_age-500) -2.080279e+01 -2.085123e+01
h(sq_ft_total-1754)*h(sale_age-1698) -8.803254e-02 -9.569127e-02
h(age-37)*h(3-baths_total) -7.511996e+02 -8.843080e+02
h(37-age)*h(3-baths_total) -5.646470e+02 -4.994650e+02
h(age-16)*h(3-baths_total) 2.649665e+02 3.644116e+02
h(sq_ft_total-2032) 1.713228e+02 1.751522e+02
h(2032-sq_ft_total) -1.851804e+02 -1.879513e+02
h(sq_ft_total-2032)*h(age-16) 2.225908e+01 2.345532e+01
h(sale_age-1698) -1.739963e+02 -1.733814e+02
view_waterTRUE 4.436700e+04 4.426313e+04
h(sq_ft_total-2032)*h(age-23) -1.176722e+01 -1.246677e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.869210e+01 2.895988e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.289798e+01 2.398424e+01
h(1-garage_spaces) 2.198284e+04 2.225878e+04
h(sq_ft_total-2032)*h(sale_age-1322) 8.854976e-02 9.366576e-02
h(sq_ft_total-2032)*h(1322-sale_age) 2.905757e-02 3.005164e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.502731e+01 -6.545996e+01
h(age-4) -1.592451e+03 -1.619721e+03
h(4-age) -1.188586e+04 -1.297240e+04
h(garage_spaces-3)*h(1698-sale_age) 2.750611e+01 2.747755e+01
h(sq_ft_total-2031)*h(age-4) -1.244776e+01 -1.304528e+01
h(2031-sq_ft_total)*h(age-4) 2.392729e+00 2.469588e+00
h(4-age)*sale_age 1.696273e+01 1.728112e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.938091e+03 -1.955825e+03
h(baths_total-3) 1.800923e+05 1.785849e+05
h(3-baths_total) -5.710844e+03 -1.037348e+04
h(age-4)*h(garage_spaces-2) 4.059111e+02 4.076434e+02
view_panoramicTRUE*h(sale_age-1698) 9.575512e+02 9.602881e+02
h(baths_total-3)*beds_total -3.540912e+04 -3.513485e+04
h(3-baths_total)*h(garage_spaces-3) 7.588362e+04 7.628339e+04
h(sale_age-500) -2.089276e+01 -2.092919e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.026591e-01 -1.090181e-01
h(age-37)*h(3-baths_total) -1.110845e+03 -1.366452e+03
h(37-age)*h(3-baths_total) -3.391821e+02 -1.487452e+02
h(age-16)*h(3-baths_total) 5.661115e+02 7.996093e+02
h(sq_ft_total-2032) 1.782961e+02 1.815041e+02
h(2032-sq_ft_total) -1.906403e+02 -1.936719e+02
h(sq_ft_total-2032)*h(age-16) 2.450460e+01 2.557457e+01
h(sale_age-1698) -1.727909e+02 -1.722339e+02
view_waterTRUE 4.416681e+04 4.405060e+04
h(sq_ft_total-2032)*h(age-23) -1.308915e+01 -1.372353e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.922095e+01 2.942179e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.503914e+01 2.595165e+01
h(1-garage_spaces) 2.254601e+04 2.275945e+04
h(sq_ft_total-2032)*h(sale_age-1322) 9.821592e-02 1.028930e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.088904e-02 3.182295e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.586460e+01 -6.622271e+01
h(age-4) -1.650630e+03 -1.677247e+03
h(4-age) -1.388345e+04 -1.430460e+04
h(garage_spaces-3)*h(1698-sale_age) 2.744867e+01 2.746707e+01
h(sq_ft_total-2031)*h(age-4) -1.355961e+01 -1.408167e+01
h(2031-sq_ft_total)*h(age-4) 2.543305e+00 2.626412e+00
h(4-age)*sale_age 1.754228e+01 1.767545e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.971326e+03 -1.988450e+03
h(baths_total-3) 1.772444e+05 1.751731e+05
h(3-baths_total) -1.428441e+04 -1.474503e+04
h(age-4)*h(garage_spaces-2) 4.098409e+02 4.107612e+02
view_panoramicTRUE*h(sale_age-1698) 9.628136e+02 9.650009e+02
h(baths_total-3)*beds_total -3.488781e+04 -3.446977e+04
h(3-baths_total)*h(garage_spaces-3) 7.668687e+04 7.703620e+04
h(sale_age-500) -2.097315e+01 -2.099785e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.146687e-01 -1.204656e-01
h(age-37)*h(3-baths_total) -1.590629e+03 -1.654343e+03
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) 1.000899e+03 1.038314e+03
h(sq_ft_total-2032) 1.845287e+02 1.876638e+02
h(2032-sq_ft_total) -1.960076e+02 -1.977318e+02
h(sq_ft_total-2032)*h(age-16) 2.653857e+01 2.747698e+01
h(sale_age-1698) -1.717715e+02 -1.713983e+02
view_waterTRUE 4.394829e+04 4.386361e+04
h(sq_ft_total-2032)*h(age-23) -1.429278e+01 -1.484202e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.961357e+01 2.973695e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.675945e+01 2.751018e+01
h(1-garage_spaces) 2.293434e+04 2.307805e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.069569e-01 1.106851e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.264277e-02 3.345445e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.653280e+01 -6.681543e+01
h(age-4) -1.698131e+03 -1.713556e+03
h(4-age) -1.466816e+04 -1.522895e+04
h(garage_spaces-3)*h(1698-sale_age) 2.747731e+01 2.746606e+01
h(sq_ft_total-2031)*h(age-4) -1.455706e+01 -1.502820e+01
h(2031-sq_ft_total)*h(age-4) 2.690552e+00 2.738387e+00
h(4-age)*sale_age 1.779066e+01 1.795226e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.002676e+03 -2.014623e+03
h(baths_total-3) 1.734168e+05 1.715820e+05
h(3-baths_total) -1.511723e+04 -1.694122e+04
h(age-4)*h(garage_spaces-2) 4.116120e+02 4.120182e+02
view_panoramicTRUE*h(sale_age-1698) 9.669957e+02 9.687443e+02
h(baths_total-3)*beds_total -3.412811e+04 -3.375275e+04
h(3-baths_total)*h(garage_spaces-3) 7.734051e+04 7.760585e+04
h(sale_age-500) -2.101718e+01 -2.102470e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.254741e-01 -1.299809e-01
h(age-37)*h(3-baths_total) -1.703183e+03 -1.808817e+03
h(37-age)*h(3-baths_total) . 7.180606e+01
h(age-16)*h(3-baths_total) 1.067569e+03 1.160626e+03
h(sq_ft_total-2032) 1.905444e+02 1.931103e+02
h(2032-sq_ft_total) -1.991096e+02 -2.003562e+02
h(sq_ft_total-2032)*h(age-16) 2.832846e+01 2.910088e+01
h(sale_age-1698) -1.710721e+02 -1.707721e+02
view_waterTRUE 4.379869e+04 4.374509e+04
h(sq_ft_total-2032)*h(age-23) -1.533835e+01 -1.579047e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.980843e+01 2.985041e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.822308e+01 2.890185e+01
h(1-garage_spaces) 2.322403e+04 2.337150e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.139918e-01 1.169778e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.419362e-02 3.486420e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.708115e+01 -6.733087e+01
h(age-4) -1.728422e+03 -1.743783e+03
h(4-age) -1.598493e+04 -1.679190e+04
h(garage_spaces-3)*h(1698-sale_age) 2.742916e+01 2.738415e+01
h(sq_ft_total-2031)*h(age-4) -1.545869e+01 -1.584755e+01
h(2031-sq_ft_total)*h(age-4) 2.776720e+00 2.811289e+00
h(4-age)*sale_age 1.815841e+01 1.837308e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.024510e+03 -2.033109e+03
h(baths_total-3) 1.698998e+05 1.683060e+05
h(3-baths_total) -2.031051e+04 -2.422037e+04
h(age-4)*h(garage_spaces-2) 4.125274e+02 4.130903e+02
view_panoramicTRUE*h(sale_age-1698) 9.703008e+02 9.716894e+02
h(baths_total-3)*beds_total -3.339106e+04 -3.303520e+04
h(3-baths_total)*h(garage_spaces-3) 7.785421e+04 7.809156e+04
h(sale_age-500) -2.103196e+01 -2.104021e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.339284e-01 -1.374683e-01
h(age-37)*h(3-baths_total) -1.982818e+03 -2.181560e+03
h(37-age)*h(3-baths_total) 2.136422e+02 3.788070e+02
h(age-16)*h(3-baths_total) 1.325670e+03 1.516534e+03
h(sq_ft_total-2032) 1.960196e+02 1.982954e+02
h(2032-sq_ft_total) -2.013510e+02 -2.023812e+02
h(sq_ft_total-2032)*h(age-16) 2.986964e+01 3.054203e+01
h(sale_age-1698) -1.705442e+02 -1.702947e+02
view_waterTRUE 4.369915e+04 4.366003e+04
h(sq_ft_total-2032)*h(age-23) -1.621154e+01 -1.659904e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.976312e+01 2.973146e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.953265e+01 3.014726e+01
h(1-garage_spaces) 2.352084e+04 2.366388e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.197965e-01 1.223515e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.562367e-02 3.623876e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.757376e+01 -6.779660e+01
h(age-4) -1.759114e+03 -1.774276e+03
h(4-age) -1.771249e+04 -1.856334e+04
h(garage_spaces-3)*h(1698-sale_age) 2.727833e+01 2.721169e+01
h(sq_ft_total-2031)*h(age-4) -1.625840e+01 -1.660162e+01
h(2031-sq_ft_total)*h(age-4) 2.838222e+00 2.866601e+00
h(4-age)*sale_age 1.859786e+01 1.881473e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.040259e+03 -2.046883e+03
h(baths_total-3) 1.665795e+05 1.649605e+05
h(3-baths_total) -2.898931e+04 -3.344505e+04
h(age-4)*h(garage_spaces-2) 4.140159e+02 4.146285e+02
view_panoramicTRUE*h(sale_age-1698) 9.729374e+02 9.740402e+02
h(baths_total-3)*beds_total -3.261660e+04 -3.223081e+04
h(3-baths_total)*h(garage_spaces-3) 7.832423e+04 7.854017e+04
h(sale_age-500) -2.103626e+01 -2.104185e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.406491e-01 -1.436015e-01
h(age-37)*h(3-baths_total) -2.418990e+03 -2.641902e+03
h(37-age)*h(3-baths_total) 5.820156e+02 7.711066e+02
h(age-16)*h(3-baths_total) 1.748609e+03 1.965303e+03
h(sq_ft_total-2032) 2.002993e+02 2.021127e+02
h(2032-sq_ft_total) -2.032790e+02 -2.040745e+02
h(sq_ft_total-2032)*h(age-16) 3.114481e+01 3.169384e+01
h(sale_age-1698) -1.700733e+02 -1.698753e+02
view_waterTRUE 4.362604e+04 4.359591e+04
h(sq_ft_total-2032)*h(age-23) -1.694983e+01 -1.727046e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.970392e+01 2.967370e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.070479e+01 3.121505e+01
h(1-garage_spaces) 2.379244e+04 2.390901e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.246226e-01 1.266755e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.678126e-02 3.727430e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.799675e+01 -6.817823e+01
h(age-4) -1.788220e+03 -1.801073e+03
h(4-age) -1.934023e+04 -2.005647e+04
h(garage_spaces-3)*h(1698-sale_age) 2.715341e+01 2.709972e+01
h(sq_ft_total-2031)*h(age-4) -1.690675e+01 -1.718385e+01
h(2031-sq_ft_total)*h(age-4) 2.891270e+00 2.913090e+00
h(4-age)*sale_age 1.901196e+01 1.919285e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.052694e+03 -2.057835e+03
h(baths_total-3) 1.635033e+05 1.621412e+05
h(3-baths_total) -3.755486e+04 -4.136947e+04
h(age-4)*h(garage_spaces-2) 4.151514e+02 4.156032e+02
view_panoramicTRUE*h(sale_age-1698) 9.750299e+02 9.759162e+02
h(baths_total-3)*beds_total -3.188204e+04 -3.155429e+04
h(3-baths_total)*h(garage_spaces-3) 7.873653e+04 7.891611e+04
h(sale_age-500) -2.104703e+01 -2.105135e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.462229e-01 -1.485829e-01
h(age-37)*h(3-baths_total) -2.846848e+03 -3.036599e+03
h(37-age)*h(3-baths_total) 9.454248e+02 1.107199e+03
h(age-16)*h(3-baths_total) 2.165137e+03 2.350552e+03
h(sq_ft_total-2032) 2.037400e+02 2.052198e+02
h(2032-sq_ft_total) -2.047776e+02 -2.054010e+02
h(sq_ft_total-2032)*h(age-16) 3.218781e+01 3.263707e+01
h(sale_age-1698) -1.696987e+02 -1.695410e+02
view_waterTRUE 4.356933e+04 4.354569e+04
h(sq_ft_total-2032)*h(age-23) -1.755937e+01 -1.782223e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.964292e+01 2.960979e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.167543e+01 3.209448e+01
h(1-garage_spaces) 2.401381e+04 2.410864e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.285151e-01 1.301775e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.771781e-02 3.812229e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.834132e+01 -6.848892e+01
h(age-4) -1.812763e+03 -1.823455e+03
h(4-age) -2.070760e+04 -2.130468e+04
h(garage_spaces-3)*h(1698-sale_age) 2.705050e+01 2.700448e+01
h(sq_ft_total-2031)*h(age-4) -1.743289e+01 -1.765936e+01
h(2031-sq_ft_total)*h(age-4) 2.932340e+00 2.949379e+00
h(4-age)*sale_age 1.935679e+01 1.950635e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.062383e+03 -2.066412e+03
h(baths_total-3) 1.608980e+05 1.597416e+05
h(3-baths_total) -4.485292e+04 -4.806185e+04
h(age-4)*h(garage_spaces-2) 4.160039e+02 4.163576e+02
view_panoramicTRUE*h(sale_age-1698) 9.767091e+02 9.774185e+02
h(baths_total-3)*beds_total -3.125398e+04 -3.097334e+04
h(3-baths_total)*h(garage_spaces-3) 7.907842e+04 7.922617e+04
h(sale_age-500) -2.105513e+01 -2.105815e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.506929e-01 -1.525917e-01
h(age-37)*h(3-baths_total) -3.209595e+03 -3.368662e+03
h(37-age)*h(3-baths_total) 1.254917e+03 1.390998e+03
h(age-16)*h(3-baths_total) 2.519854e+03 2.675772e+03
h(sq_ft_total-2032) 2.065426e+02 2.077020e+02
h(2032-sq_ft_total) -2.059504e+02 -2.064527e+02
h(sq_ft_total-2032)*h(age-16) 3.303837e+01 3.340118e+01
h(sale_age-1698) -1.694007e+02 -1.692718e+02
view_waterTRUE 4.352492e+04 4.350625e+04
h(sq_ft_total-2032)*h(age-23) -1.805699e+01 -1.827205e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.957755e+01 2.955232e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.246930e+01 3.281367e+01
h(1-garage_spaces) 2.419353e+04 2.426970e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.316591e-01 1.329996e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.848414e-02 3.880563e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.862090e+01 -6.873982e+01
h(age-4) -1.833093e+03 -1.841944e+03
h(4-age) -2.184301e+04 -2.232744e+04
h(garage_spaces-3)*h(1698-sale_age) 2.696229e+01 2.692752e+01
h(sq_ft_total-2031)*h(age-4) -1.786173e+01 -1.804236e+01
h(2031-sq_ft_total)*h(age-4) 2.964372e+00 2.978132e+00
h(4-age)*sale_age 1.964095e+01 1.976281e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.069974e+03 -2.073189e+03
h(baths_total-3) 1.587007e+05 1.577316e+05
h(3-baths_total) -5.096401e+04 -5.357278e+04
h(age-4)*h(garage_spaces-2) 4.166781e+02 4.169240e+02
view_panoramicTRUE*h(sale_age-1698) 9.780527e+02 9.786212e+02
h(baths_total-3)*beds_total -3.071994e+04 -3.048460e+04
h(3-baths_total)*h(garage_spaces-3) 7.935874e+04 7.947895e+04
h(sale_age-500) -2.106086e+01 -2.106387e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.542814e-01 -1.558120e-01
h(age-37)*h(3-baths_total) -3.512362e+03 -3.641536e+03
h(37-age)*h(3-baths_total) 1.514070e+03 1.624548e+03
h(age-16)*h(3-baths_total) 2.816784e+03 2.943525e+03
h(sq_ft_total-2032) 2.088424e+02 2.097737e+02
h(2032-sq_ft_total) -2.068737e+02 -2.072604e+02
h(sq_ft_total-2032)*h(age-16) 3.373802e+01 3.402501e+01
h(sale_age-1698) -1.691636e+02 -1.690622e+02
view_waterTRUE 4.348960e+04 4.347536e+04
h(sq_ft_total-2032)*h(age-23) -1.846711e+01 -1.863600e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.951186e+01 2.948533e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.312280e+01 3.339495e+01
h(1-garage_spaces) 2.433941e+04 2.440055e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.342172e-01 1.352741e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.911612e-02 3.937402e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.884866e+01 -6.894345e+01
h(age-4) -1.849916e+03 -1.857036e+03
h(4-age) -2.278480e+04 -2.317665e+04
h(garage_spaces-3)*h(1698-sale_age) 2.688781e+01 2.685669e+01
h(sq_ft_total-2031)*h(age-4) -1.821399e+01 -1.835790e+01
h(2031-sq_ft_total)*h(age-4) 2.989517e+00 3.000091e+00
h(4-age)*sale_age 1.987480e+01 1.997305e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.075948e+03 -2.078448e+03
h(baths_total-3) 1.568241e+05 1.560455e+05
h(3-baths_total) -5.606432e+04 -5.818464e+04
h(age-4)*h(garage_spaces-2) 4.171876e+02 4.174124e+02
view_panoramicTRUE*h(sale_age-1698) 9.791265e+02 9.795822e+02
h(baths_total-3)*beds_total -3.026099e+04 -3.007032e+04
h(3-baths_total)*h(garage_spaces-3) 7.958937e+04 7.968521e+04
h(sale_age-500) -2.106445e+01 -2.106695e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.571815e-01 -1.583828e-01
h(age-37)*h(3-baths_total) -3.764340e+03 -3.869125e+03
h(37-age)*h(3-baths_total) 1.730343e+03 1.820170e+03
h(age-16)*h(3-baths_total) 3.064502e+03 3.167513e+03
h(sq_ft_total-2032) 2.106997e+02 2.114504e+02
h(2032-sq_ft_total) -2.075904e+02 -2.078923e+02
h(sq_ft_total-2032)*h(age-16) 3.429626e+01 3.452644e+01
h(sale_age-1698) -1.689765e+02 -1.688961e+02
view_waterTRUE 4.346234e+04 4.345131e+04
h(sq_ft_total-2032)*h(age-23) -1.879243e+01 -1.892754e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.944910e+01 2.942438e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.364386e+01 3.386286e+01
h(1-garage_spaces) 2.445700e+04 2.450647e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.362503e-01 1.370932e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.962615e-02 3.983420e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.903093e+01 -6.910709e+01
h(age-4) -1.863524e+03 -1.869326e+03
h(4-age) -2.355240e+04 -2.387272e+04
h(garage_spaces-3)*h(1698-sale_age) 2.682284e+01 2.679601e+01
h(sq_ft_total-2031)*h(age-4) -1.849666e+01 -1.861239e+01
h(2031-sq_ft_total)*h(age-4) 3.008973e+00 3.017219e+00
h(4-age)*sale_age 2.006454e+01 2.014453e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.080606e+03 -2.082562e+03
h(baths_total-3) 1.553084e+05 1.546736e+05
h(3-baths_total) -6.024535e+04 -6.198835e+04
h(age-4)*h(garage_spaces-2) 4.176370e+02 4.178304e+02
view_panoramicTRUE*h(sale_age-1698) 9.799841e+02 9.803490e+02
h(baths_total-3)*beds_total -2.988778e+04 -2.973140e+04
h(3-baths_total)*h(garage_spaces-3) 7.977452e+04 7.985182e+04
h(sale_age-500) -2.106720e+01 -2.106923e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.594758e-01 -1.604291e-01
h(age-37)*h(3-baths_total) -3.970511e+03 -4.056483e+03
h(37-age)*h(3-baths_total) 1.907716e+03 1.981569e+03
h(age-16)*h(3-baths_total) 3.267552e+03 3.352215e+03
h(sq_ft_total-2032) 2.121234e+02 2.127607e+02
h(2032-sq_ft_total) -2.081754e+02 -2.084133e+02
h(sq_ft_total-2032)*h(age-16) 3.474272e+01 3.493814e+01
h(sale_age-1698) -1.688200e+02 -1.687574e+02
view_waterTRUE 4.344073e+04 4.343154e+04
h(sq_ft_total-2032)*h(age-23) -1.905684e+01 -1.917200e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.940482e+01 2.938039e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.407616e+01 3.425937e+01
h(1-garage_spaces) 2.455292e+04 2.459291e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.378827e-01 1.385836e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.002287e-02 4.019975e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.917766e+01 -6.924059e+01
h(age-4) -1.874826e+03 -1.879606e+03
h(4-age) -2.416793e+04 -2.443569e+04
h(garage_spaces-3)*h(1698-sale_age) 2.677316e+01 2.675155e+01
h(sq_ft_total-2031)*h(age-4) -1.871912e+01 -1.881710e+01
h(2031-sq_ft_total)*h(age-4) 3.025029e+00 3.031472e+00
h(4-age)*sale_age 2.021842e+01 2.028410e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.084315e+03 -2.085859e+03
h(baths_total-3) 1.540585e+05 1.534987e+05
h(3-baths_total) -6.359249e+04 -6.505868e+04
h(age-4)*h(garage_spaces-2) 4.179904e+02 4.181083e+02
view_panoramicTRUE*h(sale_age-1698) 9.806743e+02 9.809616e+02
h(baths_total-3)*beds_total -2.957997e+04 -2.944159e+04
h(3-baths_total)*h(garage_spaces-3) 7.992417e+04 7.998895e+04
h(sale_age-500) -2.107150e+01 -2.107204e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.613206e-01 -1.621061e-01
h(age-37)*h(3-baths_total) -4.135629e+03 -4.207715e+03
h(37-age)*h(3-baths_total) 2.049382e+03 2.111537e+03
h(age-16)*h(3-baths_total) 3.430090e+03 3.501261e+03
h(sq_ft_total-2032) 2.132922e+02 2.137985e+02
h(2032-sq_ft_total) -2.086322e+02 -2.088204e+02
h(sq_ft_total-2032)*h(age-16) 3.510747e+01 3.526371e+01
h(sale_age-1698) -1.686996e+02 -1.686499e+02
view_waterTRUE 4.342351e+04 4.341617e+04
h(sq_ft_total-2032)*h(age-23) -1.927346e+01 -1.936587e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.936323e+01 2.934366e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.441941e+01 3.456581e+01
h(1-garage_spaces) 2.462743e+04 2.465899e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.391953e-01 1.397543e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.034863e-02 4.048950e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.929590e+01 -6.934596e+01
h(age-4) -1.883851e+03 -1.887666e+03
h(4-age) -2.466507e+04 -2.487759e+04
h(garage_spaces-3)*h(1698-sale_age) 2.673574e+01 2.671895e+01
h(sq_ft_total-2031)*h(age-4) -1.890061e+01 -1.897870e+01
h(2031-sq_ft_total)*h(age-4) 3.037424e+00 3.042518e+00
h(4-age)*sale_age 2.034124e+01 2.039332e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.087274e+03 -2.088500e+03
h(baths_total-3) 1.530042e+05 1.525522e+05
h(3-baths_total) -6.630651e+04 -6.746942e+04
h(age-4)*h(garage_spaces-2) 4.181817e+02 4.182661e+02
view_panoramicTRUE*h(sale_age-1698) 9.812179e+02 9.814462e+02
h(baths_total-3)*beds_total -2.932044e+04 -2.920872e+04
h(3-baths_total)*h(garage_spaces-3) 8.004569e+04 8.009743e+04
h(sale_age-500) -2.107314e+01 -2.107350e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.627993e-01 -1.634257e-01
h(age-37)*h(3-baths_total) -4.269222e+03 -4.326371e+03
h(37-age)*h(3-baths_total) 2.164344e+03 2.213623e+03
h(age-16)*h(3-baths_total) 3.561897e+03 3.618350e+03
h(sq_ft_total-2032) 2.142719e+02 2.147081e+02
h(2032-sq_ft_total) -2.089840e+02 -2.091267e+02
h(sq_ft_total-2032)*h(age-16) 3.540605e+01 3.553439e+01
h(sale_age-1698) -1.686062e+02 -1.685677e+02
view_waterTRUE 4.340962e+04 4.340384e+04
h(sq_ft_total-2032)*h(age-23) -1.944905e+01 -1.952325e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.932298e+01 2.930175e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.469798e+01 3.481635e+01
h(1-garage_spaces) 2.468778e+04 2.471393e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.402598e-01 1.407134e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.062025e-02 4.074024e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.939126e+01 -6.943207e+01
h(age-4) -1.891116e+03 -1.894225e+03
h(4-age) -2.507338e+04 -2.525240e+04
h(garage_spaces-3)*h(1698-sale_age) 2.670177e+01 2.668471e+01
h(sq_ft_total-2031)*h(age-4) -1.905066e+01 -1.911618e+01
h(2031-sq_ft_total)*h(age-4) 3.046933e+00 3.050778e+00
h(4-age)*sale_age 2.044094e+01 2.048423e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.089573e+03 -2.090513e+03
h(baths_total-3) 1.521374e+05 1.517604e+05
h(3-baths_total) -6.854444e+04 -6.953059e+04
h(age-4)*h(garage_spaces-2) 4.183594e+02 4.184570e+02
view_panoramicTRUE*h(sale_age-1698) 9.816513e+02 9.818350e+02
h(baths_total-3)*beds_total -2.910574e+04 -2.901168e+04
h(3-baths_total)*h(garage_spaces-3) 8.014426e+04 8.018640e+04
h(sale_age-500) -2.107363e+01 -2.107362e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.639874e-01 -1.644882e-01
h(age-37)*h(3-baths_total) -4.379100e+03 -4.427407e+03
h(37-age)*h(3-baths_total) 2.259220e+03 2.301080e+03
h(age-16)*h(3-baths_total) 3.670511e+03 3.718347e+03
h(sq_ft_total-2032) 2.150905e+02 2.154475e+02
h(2032-sq_ft_total) -2.092442e+02 -2.093560e+02
h(sq_ft_total-2032)*h(age-16) 3.564338e+01 3.574547e+01
h(sale_age-1698) -1.685348e+02 -1.685043e+02
view_waterTRUE 4.339910e+04 4.339464e+04
h(sq_ft_total-2032)*h(age-23) -1.958527e+01 -1.964333e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.928126e+01 2.926215e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.491612e+01 3.500980e+01
h(1-garage_spaces) 2.473687e+04 2.475823e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.410988e-01 1.414602e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.084412e-02 4.094193e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.946751e+01 -6.950009e+01
h(age-4) -1.896898e+03 -1.899407e+03
h(4-age) -2.540810e+04 -2.555500e+04
h(garage_spaces-3)*h(1698-sale_age) 2.666817e+01 2.665273e+01
h(sq_ft_total-2031)*h(age-4) -1.917265e+01 -1.922553e+01
h(2031-sq_ft_total)*h(age-4) 3.053936e+00 3.056934e+00
h(4-age)*sale_age 2.052190e+01 2.055722e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.091319e+03 -2.092051e+03
h(baths_total-3) 1.514452e+05 1.511481e+05
h(3-baths_total) -7.038976e+04 -7.120357e+04
h(age-4)*h(garage_spaces-2) 4.185662e+02 4.186660e+02
view_panoramicTRUE*h(sale_age-1698) 9.820001e+02 9.821468e+02
h(baths_total-3)*beds_total -2.893244e+04 -2.885771e+04
h(3-baths_total)*h(garage_spaces-3) 8.022261e+04 8.025622e+04
h(sale_age-500) -2.107377e+01 -2.107375e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.649126e-01 -1.653092e-01
h(age-37)*h(3-baths_total) -4.469451e+03 -4.509285e+03
h(37-age)*h(3-baths_total) 2.337580e+03 2.372164e+03
h(age-16)*h(3-baths_total) 3.760034e+03 3.799509e+03
h(sq_ft_total-2032) 2.157024e+02 2.159561e+02
h(2032-sq_ft_total) -2.094516e+02 -2.095486e+02
h(sq_ft_total-2032)*h(age-16) 3.582345e+01 3.590179e+01
h(sale_age-1698) -1.684753e+02 -1.684498e+02
view_waterTRUE 4.339131e+04 4.338775e+04
h(sq_ft_total-2032)*h(age-23) -1.968910e+01 -1.973530e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.925117e+01 2.924047e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.508296e+01 3.515684e+01
h(1-garage_spaces) 2.477525e+04 2.479148e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.417405e-01 1.420227e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.101094e-02 4.108232e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.952700e+01 -6.955226e+01
h(age-4) -1.901527e+03 -1.903511e+03
h(4-age) -2.566662e+04 -2.577687e+04
h(garage_spaces-3)*h(1698-sale_age) 2.664247e+01 2.663355e+01
h(sq_ft_total-2031)*h(age-4) -1.926471e+01 -1.930394e+01
h(2031-sq_ft_total)*h(age-4) 3.059562e+00 3.062179e+00
h(4-age)*sale_age 2.058531e+01 2.061228e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.092725e+03 -2.093340e+03
h(baths_total-3) 1.509178e+05 1.506894e+05
h(3-baths_total) -7.180999e+04 -7.241756e+04
h(age-4)*h(garage_spaces-2) 4.187386e+02 4.187862e+02
view_panoramicTRUE*h(sale_age-1698) 9.822849e+02 9.823987e+02
h(baths_total-3)*beds_total -2.880061e+04 -2.874381e+04
h(3-baths_total)*h(garage_spaces-3) 8.028320e+04 8.030945e+04
h(sale_age-500) -2.107512e+01 -2.107537e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.656264e-01 -1.659425e-01
h(age-37)*h(3-baths_total) -4.539085e+03 -4.568952e+03
h(37-age)*h(3-baths_total) 2.397811e+03 2.423566e+03
h(age-16)*h(3-baths_total) 3.829008e+03 3.858515e+03
h(sq_ft_total-2032) 2.161957e+02 2.164199e+02
h(2032-sq_ft_total) -2.096315e+02 -2.097025e+02
h(sq_ft_total-2032)*h(age-16) 3.597376e+01 3.603925e+01
h(sale_age-1698) -1.684277e+02 -1.684084e+02
view_waterTRUE 4.338455e+04 4.338172e+04
h(sq_ft_total-2032)*h(age-23) -1.977723e+01 -1.981489e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.922925e+01 2.921761e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.522424e+01 3.528505e+01
h(1-garage_spaces) 2.480633e+04 2.481989e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.422790e-01 1.425102e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.114914e-02 4.121113e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.957517e+01 -6.959589e+01
h(age-4) -1.905304e+03 -1.906919e+03
h(4-age) -2.587901e+04 -2.597313e+04
h(garage_spaces-3)*h(1698-sale_age) 2.662439e+01 2.661509e+01
h(sq_ft_total-2031)*h(age-4) -1.934041e+01 -1.937400e+01
h(2031-sq_ft_total)*h(age-4) 3.064408e+00 3.066309e+00
h(4-age)*sale_age 2.063697e+01 2.065955e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.093870e+03 -2.094330e+03
h(baths_total-3) 1.504795e+05 1.502877e+05
h(3-baths_total) -7.298336e+04 -7.350679e+04
h(age-4)*h(garage_spaces-2) 4.188385e+02 4.188946e+02
view_panoramicTRUE*h(sale_age-1698) 9.825007e+02 9.825925e+02
h(baths_total-3)*beds_total -2.869133e+04 -2.864314e+04
h(3-baths_total)*h(garage_spaces-3) 8.033335e+04 8.035497e+04
h(sale_age-500) -2.107540e+01 -2.107532e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.662264e-01 -1.664800e-01
h(age-37)*h(3-baths_total) -4.596683e+03 -4.622280e+03
h(37-age)*h(3-baths_total) 2.447574e+03 2.469807e+03
h(age-16)*h(3-baths_total) 3.885967e+03 3.911348e+03
$df
[1] 0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13 15 15 15 16 16
[26] 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26 27 27 26 26 29 29 29 29 29 29
[51] 29 29 30 30 30 29 29 29 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
[76] 30 30 30 30 30 30 30 30 30 30
$dim
[1] 30 85
$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$dev.ratio
[1] 0.00000000 0.05934323 0.13100727 0.19324030 0.24687301 0.30072847
[7] 0.35092630 0.40951918 0.46420488 0.50954975 0.54786684 0.58130965
[13] 0.60913197 0.63187585 0.65043835 0.66634547 0.67944952 0.69007747
[19] 0.69907109 0.70746247 0.71446760 0.72110490 0.72643718 0.73107220
[25] 0.73494767 0.73805120 0.74054029 0.74251805 0.74410631 0.74572418
[31] 0.74701683 0.74814551 0.74931136 0.75026579 0.75157300 0.75598358
[37] 0.75961402 0.76279819 0.76670407 0.77147088 0.77623557 0.78076916
[43] 0.78496983 0.78871199 0.79243104 0.79587204 0.79897458 0.80167115
[49] 0.80402312 0.80607165 0.80784028 0.80936736 0.81075854 0.81205494
[55] 0.81319913 0.81412190 0.81484588 0.81543353 0.81599858 0.81652672
[61] 0.81699412 0.81744896 0.81781628 0.81811892 0.81837176 0.81858056
[67] 0.81875482 0.81889799 0.81901599 0.81911794 0.81919759 0.81926794
[73] 0.81932280 0.81936983 0.81940952 0.81944115 0.81946858 0.81949211
[79] 0.81951217 0.81952842 0.81954284 0.81955310 0.81956288 0.81957152
[85] 0.81957909
$nulldev
[1] 7.392684e+12
$npasses
[1] 4030
$jerr
[1] 0
$offset
[1] FALSE
$call
glmnet(...)
$nobs
[1] 780
$relaxed
$a0
s0 s1 s2 s3 s4 s5 s6 s7
377294.3 390229.6 390229.6 390229.6 390229.6 393569.9 402254.2 385002.7
s8 s9 s10 s11 s12 s13 s14 s15
385002.7 385002.7 414190.9 424788.4 424788.4 424788.4 424788.4 424310.5
s16 s17 s18 s19 s20 s21 s22 s23
424310.5 415793.8 414195.8 414073.2 411109.3 411109.3 411109.3 411425.9
s24 s25 s26 s27 s28 s29 s30 s31
411425.9 411425.9 411711.0 411711.0 411465.9 411465.9 411465.9 408166.0
s32 s33 s34 s35 s36 s37 s38 s39
417981.1 417981.1 411728.3 413974.3 416741.2 416741.2 424223.1 432317.4
s40 s41 s42 s43 s44 s45 s46 s47
435122.2 435122.2 435619.8 435619.8 436557.5 436557.5 436557.5 436557.5
s48 s49 s50 s51 s52 s53 s54 s55
436557.5 436557.5 436557.5 436557.5 443175.8 443175.8 443175.8 441189.3
s56 s57 s58 s59 s60 s61 s62 s63
441189.3 441189.3 443175.8 443175.8 443175.8 443175.8 443175.8 443175.8
s64 s65 s66 s67 s68 s69 s70 s71
443175.8 443175.8 443175.8 443175.8 443175.8 443175.8 443175.8 443175.8
s72 s73 s74 s75 s76 s77 s78 s79
443175.8 443175.8 443175.8 443175.8 443175.8 443175.8 443175.8 443175.8
s80 s81 s82 s83 s84
443175.8 443175.8 443175.8 443175.8 443175.8
$beta
30 x 85 sparse Matrix of class "dgCMatrix"
h(sq_ft_total-2032) . 113.2243 113.2243 113.2243
h(2032-sq_ft_total) . -141.7967 -141.7967 -141.7967
h(sq_ft_total-2032)*h(age-16) . . . .
h(sale_age-1698) . . . .
view_waterTRUE . . . .
h(sq_ft_total-2032)*h(age-23) . . . .
h(sq_ft_total-2032)*h(baths_total-3) . . . .
h(sq_ft_total-2032)*h(3-baths_total) . . . .
h(1-garage_spaces) . . . .
h(sq_ft_total-2032)*h(sale_age-1322) . . . .
h(sq_ft_total-2032)*h(1322-sale_age) . . . .
h(sq_ft_total-2032)*h(2-garage_spaces) . . . .
h(age-4) . . . .
h(4-age) . . . .
h(garage_spaces-3)*h(1698-sale_age) . . . .
h(sq_ft_total-2031)*h(age-4) . . . .
h(2031-sq_ft_total)*h(age-4) . . . .
h(4-age)*sale_age . . . .
h(2032-sq_ft_total)*h(latitude-34.749) . . . .
h(baths_total-3) . . . .
h(3-baths_total) . . . .
h(age-4)*h(garage_spaces-2) . . . .
view_panoramicTRUE*h(sale_age-1698) . . . .
h(baths_total-3)*beds_total . . . .
h(3-baths_total)*h(garage_spaces-3) . . . .
h(sale_age-500) . . . .
h(sq_ft_total-1754)*h(sale_age-1698) . . . .
h(age-37)*h(3-baths_total) . . . .
h(37-age)*h(3-baths_total) . . . .
h(age-16)*h(3-baths_total) . . . .
h(sq_ft_total-2032) 113.2243 6.295046e+01 7.726689e+01
h(2032-sq_ft_total) -141.7967 -1.477656e+02 -1.593216e+02
h(sq_ft_total-2032)*h(age-16) . . .
h(sale_age-1698) . . -2.370971e+02
view_waterTRUE . . .
h(sq_ft_total-2032)*h(age-23) . . .
h(sq_ft_total-2032)*h(baths_total-3) . . .
h(sq_ft_total-2032)*h(3-baths_total) . . .
h(1-garage_spaces) . . .
h(sq_ft_total-2032)*h(sale_age-1322) . . .
h(sq_ft_total-2032)*h(1322-sale_age) . 5.692305e-02 2.984323e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . . .
h(age-4) . . .
h(4-age) . . .
h(garage_spaces-3)*h(1698-sale_age) . . .
h(sq_ft_total-2031)*h(age-4) . . .
h(2031-sq_ft_total)*h(age-4) . . 4.510281e-01
h(4-age)*sale_age . . .
h(2032-sq_ft_total)*h(latitude-34.749) . . .
h(baths_total-3) . 8.556889e+04 8.377721e+04
h(3-baths_total) . . .
h(age-4)*h(garage_spaces-2) . . .
view_panoramicTRUE*h(sale_age-1698) . . .
h(baths_total-3)*beds_total . . .
h(3-baths_total)*h(garage_spaces-3) . . .
h(sale_age-500) . . .
h(sq_ft_total-1754)*h(sale_age-1698) . . .
h(age-37)*h(3-baths_total) . . .
h(37-age)*h(3-baths_total) . . .
h(age-16)*h(3-baths_total) . . .
h(sq_ft_total-2032) 7.593672e+01 7.593672e+01
h(2032-sq_ft_total) -1.438507e+02 -1.438507e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -2.326114e+02 -2.326114e+02
view_waterTRUE 4.777756e+04 4.777756e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) . .
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 2.647617e-02 2.647617e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) . .
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) 2.106214e-01 2.106214e-01
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 8.236782e+04 8.236782e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) . .
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.593672e+01 7.275532e+01
h(2032-sq_ft_total) -1.438507e+02 -1.657664e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -2.326114e+02 -2.334483e+02
view_waterTRUE 4.777756e+04 5.052412e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) . .
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 2.647617e-02 2.686545e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) . -1.293135e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) 2.106214e-01 1.549514e+00
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 8.236782e+04 8.149131e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) . .
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.696630e+01 7.696630e+01
h(2032-sq_ft_total) -1.613682e+02 -1.613682e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.877918e+02 -1.877918e+02
view_waterTRUE 5.016690e+04 5.016690e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) -7.070687e+00 -7.070687e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.478191e-02 1.478191e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -1.371070e+03 -1.371070e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) 1.483188e+00 1.483188e+00
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 9.646009e+04 9.646009e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) -1.770148e+01 -1.770148e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.696630e+01 7.696630e+01
h(2032-sq_ft_total) -1.613682e+02 -1.613682e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.877918e+02 -1.877918e+02
view_waterTRUE 5.016690e+04 5.016690e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) -7.070687e+00 -7.070687e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.478191e-02 1.478191e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -1.371070e+03 -1.371070e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) . .
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) 1.483188e+00 1.483188e+00
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 9.646009e+04 9.646009e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) -1.770148e+01 -1.770148e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.480715e+01 7.480715e+01
h(2032-sq_ft_total) -1.611901e+02 -1.611901e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.853703e+02 -1.853703e+02
view_waterTRUE 5.137692e+04 5.137692e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) -2.020347e+00 -2.020347e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.367399e-02 1.367399e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -1.380477e+03 -1.380477e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 3.986344e+01 3.986344e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) 1.490633e+00 1.490633e+00
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) . .
h(baths_total-3) 7.836138e+04 7.836138e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . .
h(sale_age-500) -1.755655e+01 -1.755655e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.774836e+01 7.846256e+01
h(2032-sq_ft_total) -1.025676e+02 -1.016718e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.860191e+02 -1.888046e+02
view_waterTRUE 5.079565e+04 5.057987e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) -1.665014e+00 -2.107360e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.391728e-02 1.399746e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -1.094174e+03 -1.039653e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 3.969590e+01 3.790747e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age . .
h(2032-sq_ft_total)*h(latitude-34.749) -1.168329e+03 -1.196581e+03
h(baths_total-3) 7.682372e+04 7.828925e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) . .
view_panoramicTRUE*h(sale_age-1698) . .
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) . 7.764585e+04
h(sale_age-500) -1.764210e+01 -1.862492e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.719188e+01 7.887394e+01
h(2032-sq_ft_total) -9.966431e+01 -9.920341e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.881035e+02 -1.854707e+02
view_waterTRUE 5.090304e+04 4.950192e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) -8.879438e-01 1.377763e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.388629e-02 1.360874e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -1.069814e+03 -9.696938e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.922721e+01 2.919871e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age . 1.253806e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.195559e+03 -1.223130e+03
h(baths_total-3) 7.718031e+04 7.082216e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.257193e+02 2.518496e+02
view_panoramicTRUE*h(sale_age-1698) . 9.586787e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.409449e+04 7.573619e+04
h(sale_age-500) -1.908168e+01 -2.024930e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.887394e+01 7.887394e+01
h(2032-sq_ft_total) -9.920341e+01 -9.920341e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.854707e+02 -1.854707e+02
view_waterTRUE 4.950192e+04 4.950192e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 1.377763e+00 1.377763e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.360874e-02 1.360874e-02
h(sq_ft_total-2032)*h(2-garage_spaces) . .
h(age-4) -9.696938e+02 -9.696938e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.919871e+01 2.919871e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.253806e+01 1.253806e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.223130e+03 -1.223130e+03
h(baths_total-3) 7.082216e+04 7.082216e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.518496e+02 2.518496e+02
view_panoramicTRUE*h(sale_age-1698) 9.586787e+02 9.586787e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.573619e+04 7.573619e+04
h(sale_age-500) -2.024930e+01 -2.024930e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.000294e+01 8.000294e+01
h(2032-sq_ft_total) -9.948165e+01 -9.948165e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.861007e+02 -1.861007e+02
view_waterTRUE 4.951406e+04 4.951406e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 5.527964e-01 5.527964e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.639427e-02 1.639427e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.297639e+01 -5.297639e+01
h(age-4) -9.731689e+02 -9.731689e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.943903e+01 2.943903e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.240815e+01 1.240815e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.219520e+03 -1.219520e+03
h(baths_total-3) 7.034328e+04 7.034328e+04
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.275368e+02 2.275368e+02
view_panoramicTRUE*h(sale_age-1698) 9.574126e+02 9.574126e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.595918e+04 7.595918e+04
h(sale_age-500) -2.024237e+01 -2.024237e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.000294e+01 7.985072e+01
h(2032-sq_ft_total) -9.948165e+01 -9.929998e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.861007e+02 -1.861238e+02
view_waterTRUE 4.951406e+04 4.950758e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 5.527964e-01 6.622765e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . .
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.639427e-02 1.633528e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.297639e+01 -5.301247e+01
h(age-4) -9.731689e+02 -9.731220e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.943903e+01 2.945358e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.240815e+01 1.239802e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.219520e+03 -1.216160e+03
h(baths_total-3) 7.034328e+04 7.013726e+04
h(3-baths_total) . -3.866552e+02
h(age-4)*h(garage_spaces-2) 2.275368e+02 2.260607e+02
view_panoramicTRUE*h(sale_age-1698) 9.574126e+02 9.569848e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.595918e+04 7.608904e+04
h(sale_age-500) -2.024237e+01 -2.024339e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 7.985072e+01 8.072371e+01
h(2032-sq_ft_total) -9.929998e+01 -9.724378e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.861238e+02 -1.866105e+02
view_waterTRUE 4.950758e+04 4.924903e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 6.622765e-01 2.435191e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) . 2.258793e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.633528e-02 1.662382e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -5.301247e+01 -6.850312e+01
h(age-4) -9.731220e+02 -9.925895e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.945358e+01 2.857135e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.239802e+01 1.241622e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.216160e+03 -1.441448e+03
h(baths_total-3) 7.013726e+04 7.053395e+04
h(3-baths_total) -3.866552e+02 -8.731248e+02
h(age-4)*h(garage_spaces-2) 2.260607e+02 2.458361e+02
view_panoramicTRUE*h(sale_age-1698) 9.569848e+02 9.691106e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.608904e+04 7.663555e+04
h(sale_age-500) -2.024339e+01 -2.042165e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.072371e+01 8.072371e+01
h(2032-sq_ft_total) -9.724378e+01 -9.724378e+01
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.866105e+02 -1.866105e+02
view_waterTRUE 4.924903e+04 4.924903e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 2.435191e-01 2.435191e-01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) 2.258793e+04 2.258793e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.662382e-02 1.662382e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.850312e+01 -6.850312e+01
h(age-4) -9.925895e+02 -9.925895e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.857135e+01 2.857135e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.241622e+01 1.241622e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.441448e+03 -1.441448e+03
h(baths_total-3) 7.053395e+04 7.053395e+04
h(3-baths_total) -8.731248e+02 -8.731248e+02
h(age-4)*h(garage_spaces-2) 2.458361e+02 2.458361e+02
view_panoramicTRUE*h(sale_age-1698) 9.691106e+02 9.691106e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.663555e+04 7.663555e+04
h(sale_age-500) -2.042165e+01 -2.042165e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.633207e+01 8.309735e+01
h(2032-sq_ft_total) -1.006841e+02 -1.015350e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.872887e+02 -1.859032e+02
view_waterTRUE 4.918907e+04 4.896390e+04
h(sq_ft_total-2032)*h(age-23) -1.042967e+00 -8.827042e-01
h(sq_ft_total-2032)*h(baths_total-3) -2.333745e+00 -1.582088e+00
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) 2.210224e+04 2.333177e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.765531e-02 1.706021e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.864081e+01 -6.968086e+01
h(age-4) -8.523126e+02 -1.104876e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.873748e+01 2.784681e+01
h(sq_ft_total-2031)*h(age-4) . .
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.303250e+01 1.321856e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.453601e+03 -1.386492e+03
h(baths_total-3) 7.216276e+04 7.099484e+04
h(3-baths_total) -7.328273e+02 .
h(age-4)*h(garage_spaces-2) 2.393538e+02 2.473468e+02
view_panoramicTRUE*h(sale_age-1698) 9.592880e+02 9.621706e+02
h(baths_total-3)*beds_total . .
h(3-baths_total)*h(garage_spaces-3) 7.684263e+04 7.993009e+04
h(sale_age-500) -2.001851e+01 -2.050992e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) . -5.123249e+02
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 8.309735e+01 1.560275e+02
h(2032-sq_ft_total) -1.015350e+02 -1.043327e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.859032e+02 -1.840302e+02
view_waterTRUE 4.896390e+04 4.667191e+04
h(sq_ft_total-2032)*h(age-23) -8.827042e-01 5.170285e+00
h(sq_ft_total-2032)*h(baths_total-3) -1.582088e+00 3.152759e+01
h(sq_ft_total-2032)*h(3-baths_total) . .
h(1-garage_spaces) 2.333177e+04 2.345634e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 1.706021e-02 1.188058e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.968086e+01 -6.385914e+01
h(age-4) -1.104876e+03 -8.709670e+02
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.784681e+01 2.256051e+01
h(sq_ft_total-2031)*h(age-4) . -4.905526e+00
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.321856e+01 1.152652e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.386492e+03 -1.446446e+03
h(baths_total-3) 7.099484e+04 3.105121e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 2.473468e+02 5.227990e+02
view_panoramicTRUE*h(sale_age-1698) 9.621706e+02 9.740014e+02
h(baths_total-3)*beds_total . -6.827133e+04
h(3-baths_total)*h(garage_spaces-3) 7.993009e+04 7.417351e+04
h(sale_age-500) -2.050992e+01 -2.096144e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) -5.123249e+02 -3.811196e+02
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 1.067437e+02 1.048229e+02
h(2032-sq_ft_total) -1.047363e+02 -1.046249e+02
h(sq_ft_total-2032)*h(age-16) . .
h(sale_age-1698) -1.850018e+02 -1.851220e+02
view_waterTRUE 4.656301e+04 4.668560e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 4.175476e+01 4.174304e+01
h(sq_ft_total-2032)*h(3-baths_total) 2.050960e+01 1.947039e+01
h(1-garage_spaces) 2.345970e+04 2.223813e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 7.367246e-04 6.953386e-04
h(sq_ft_total-2032)*h(2-garage_spaces) -6.321614e+01 -6.244430e+01
h(age-4) -9.052487e+02 -1.006323e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 3.001601e+01 2.977765e+01
h(sq_ft_total-2031)*h(age-4) -1.346635e+00 -1.282887e+00
h(2031-sq_ft_total)*h(age-4) . .
h(4-age)*sale_age 1.395918e+01 1.351673e+01
h(2032-sq_ft_total)*h(latitude-34.749) -1.428833e+03 -1.479413e+03
h(baths_total-3) 3.267703e+05 3.267025e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.643391e+02 4.701923e+02
view_panoramicTRUE*h(sale_age-1698) 9.707815e+02 9.755284e+02
h(baths_total-3)*beds_total -7.337814e+04 -7.325322e+04
h(3-baths_total)*h(garage_spaces-3) 7.449440e+04 7.426210e+04
h(sale_age-500) -2.158130e+01 -2.151710e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . 1.652356e+02
h(37-age)*h(3-baths_total) -5.376048e+02 -5.886731e+02
h(age-16)*h(3-baths_total) . .
h(sq_ft_total-2032) 1.048229e+02 2.316315e+02
h(2032-sq_ft_total) -1.046249e+02 -1.594832e+02
h(sq_ft_total-2032)*h(age-16) . 1.401840e+01
h(sale_age-1698) -1.851220e+02 -1.844786e+02
view_waterTRUE 4.668560e+04 4.548908e+04
h(sq_ft_total-2032)*h(age-23) . .
h(sq_ft_total-2032)*h(baths_total-3) 4.174304e+01 2.226708e+01
h(sq_ft_total-2032)*h(3-baths_total) 1.947039e+01 8.415047e+00
h(1-garage_spaces) 2.223813e+04 2.141056e+04
h(sq_ft_total-2032)*h(sale_age-1322) . .
h(sq_ft_total-2032)*h(1322-sale_age) 6.953386e-04 2.254670e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.244430e+01 -6.552975e+01
h(age-4) -1.006323e+03 -1.301953e+03
h(4-age) . .
h(garage_spaces-3)*h(1698-sale_age) 2.977765e+01 1.466565e+01
h(sq_ft_total-2031)*h(age-4) -1.282887e+00 -1.377764e+01
h(2031-sq_ft_total)*h(age-4) . 1.790371e+00
h(4-age)*sale_age 1.351673e+01 5.580212e+00
h(2032-sq_ft_total)*h(latitude-34.749) -1.479413e+03 -1.982715e+03
h(baths_total-3) 3.267025e+05 2.405951e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.701923e+02 5.522119e+02
view_panoramicTRUE*h(sale_age-1698) 9.755284e+02 9.711608e+02
h(baths_total-3)*beds_total -7.325322e+04 -5.024269e+04
h(3-baths_total)*h(garage_spaces-3) 7.426210e+04 7.379489e+04
h(sale_age-500) -2.151710e+01 -1.882312e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) 1.652356e+02 .
h(37-age)*h(3-baths_total) -5.886731e+02 -5.984434e+02
h(age-16)*h(3-baths_total) . -1.157124e+02
h(sq_ft_total-2032) 2.327612e+02 2.251543e+02
h(2032-sq_ft_total) -1.667872e+02 -1.660864e+02
h(sq_ft_total-2032)*h(age-16) 1.646354e+01 3.569279e+01
h(sale_age-1698) -1.948690e+02 -1.981917e+02
view_waterTRUE 4.505015e+04 4.338027e+04
h(sq_ft_total-2032)*h(age-23) . -2.024565e+01
h(sq_ft_total-2032)*h(baths_total-3) 1.967018e+01 3.114176e+01
h(sq_ft_total-2032)*h(3-baths_total) 8.173780e+00 3.490449e+01
h(1-garage_spaces) 2.046789e+04 2.065585e+04
h(sq_ft_total-2032)*h(sale_age-1322) 4.675441e-02 4.951541e-02
h(sq_ft_total-2032)*h(1322-sale_age) 4.250113e-02 3.301463e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.377574e+01 -6.818055e+01
h(age-4) -1.534001e+03 -1.614483e+03
h(4-age) -1.444593e+04 -1.399685e+04
h(garage_spaces-3)*h(1698-sale_age) 1.739196e+01 2.618767e+01
h(sq_ft_total-2031)*h(age-4) -1.581288e+01 -1.910930e+01
h(2031-sq_ft_total)*h(age-4) 2.016091e+00 1.993197e+00
h(4-age)*sale_age 1.719941e+01 1.730088e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.012864e+03 -2.026585e+03
h(baths_total-3) 2.167516e+05 1.518661e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 5.532459e+02 4.076525e+02
view_panoramicTRUE*h(sale_age-1698) 9.863515e+02 9.832160e+02
h(baths_total-3)*beds_total -4.367890e+04 -3.066809e+04
h(3-baths_total)*h(garage_spaces-3) 7.084980e+04 7.591544e+04
h(sale_age-500) -1.986441e+01 -1.910845e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) -5.878276e+02 -7.564608e+02
h(age-16)*h(3-baths_total) -8.165008e+01 -4.923666e+01
h(sq_ft_total-2032) 2.251543e+02 2.250247e+02
h(2032-sq_ft_total) -1.660864e+02 -1.647723e+02
h(sq_ft_total-2032)*h(age-16) 3.569279e+01 3.571331e+01
h(sale_age-1698) -1.981917e+02 -1.980116e+02
view_waterTRUE 4.338027e+04 4.341997e+04
h(sq_ft_total-2032)*h(age-23) -2.024565e+01 -2.025894e+01
h(sq_ft_total-2032)*h(baths_total-3) 3.114176e+01 3.092616e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.490449e+01 3.398284e+01
h(1-garage_spaces) 2.065585e+04 2.043688e+04
h(sq_ft_total-2032)*h(sale_age-1322) 4.951541e-02 4.941448e-02
h(sq_ft_total-2032)*h(1322-sale_age) 3.301463e-02 3.309200e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.818055e+01 -6.802107e+01
h(age-4) -1.614483e+03 -1.650362e+03
h(4-age) -1.399685e+04 -1.409080e+04
h(garage_spaces-3)*h(1698-sale_age) 2.618767e+01 2.601641e+01
h(sq_ft_total-2031)*h(age-4) -1.910930e+01 -1.909752e+01
h(2031-sq_ft_total)*h(age-4) 1.993197e+00 1.936777e+00
h(4-age)*sale_age 1.730088e+01 1.727394e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.026585e+03 -2.026105e+03
h(baths_total-3) 1.518661e+05 1.519887e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.076525e+02 4.125316e+02
view_panoramicTRUE*h(sale_age-1698) 9.832160e+02 9.858292e+02
h(baths_total-3)*beds_total -3.066809e+04 -3.060261e+04
h(3-baths_total)*h(garage_spaces-3) 7.591544e+04 7.593163e+04
h(sale_age-500) -1.910845e+01 -1.914325e+01
h(sq_ft_total-1754)*h(sale_age-1698) . .
h(age-37)*h(3-baths_total) . .
h(37-age)*h(3-baths_total) -7.564608e+02 -7.603215e+02
h(age-16)*h(3-baths_total) -4.923666e+01 .
h(sq_ft_total-2032) 2.250247e+02 2.204474e+02
h(2032-sq_ft_total) -1.647723e+02 -2.170951e+02
h(sq_ft_total-2032)*h(age-16) 3.571331e+01 3.600183e+01
h(sale_age-1698) -1.980116e+02 -1.683479e+02
view_waterTRUE 4.341997e+04 4.285978e+04
h(sq_ft_total-2032)*h(age-23) -2.025894e+01 -1.966201e+01
h(sq_ft_total-2032)*h(baths_total-3) 3.092616e+01 2.984359e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.398284e+01 3.135388e+01
h(1-garage_spaces) 2.043688e+04 2.414422e+04
h(sq_ft_total-2032)*h(sale_age-1322) 4.941448e-02 1.414372e-01
h(sq_ft_total-2032)*h(1322-sale_age) 3.309200e-02 4.121750e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.802107e+01 -6.933579e+01
h(age-4) -1.650362e+03 -1.752611e+03
h(4-age) -1.409080e+04 -1.567865e+04
h(garage_spaces-3)*h(1698-sale_age) 2.601641e+01 2.729482e+01
h(sq_ft_total-2031)*h(age-4) -1.909752e+01 -1.944509e+01
h(2031-sq_ft_total)*h(age-4) 1.936777e+00 3.268368e+00
h(4-age)*sale_age 1.727394e+01 1.832739e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.026105e+03 -2.141575e+03
h(baths_total-3) 1.519887e+05 1.515372e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.125316e+02 4.142436e+02
view_panoramicTRUE*h(sale_age-1698) 9.858292e+02 9.822153e+02
h(baths_total-3)*beds_total -3.060261e+04 -2.948600e+04
h(3-baths_total)*h(garage_spaces-3) 7.593163e+04 7.904596e+04
h(sale_age-500) -1.914325e+01 -2.094268e+01
h(sq_ft_total-1754)*h(sale_age-1698) . -1.673632e-01
h(age-37)*h(3-baths_total) . -1.333421e+03
h(37-age)*h(3-baths_total) -7.603215e+02 -6.193927e+02
h(age-16)*h(3-baths_total) . 4.649332e+02
h(sq_ft_total-2032) 2.204474e+02 2.204474e+02
h(2032-sq_ft_total) -2.170951e+02 -2.170951e+02
h(sq_ft_total-2032)*h(age-16) 3.600183e+01 3.600183e+01
h(sale_age-1698) -1.683479e+02 -1.683479e+02
view_waterTRUE 4.285978e+04 4.285978e+04
h(sq_ft_total-2032)*h(age-23) -1.966201e+01 -1.966201e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.984359e+01 2.984359e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.135388e+01 3.135388e+01
h(1-garage_spaces) 2.414422e+04 2.414422e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.414372e-01 1.414372e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.121750e-02 4.121750e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.933579e+01 -6.933579e+01
h(age-4) -1.752611e+03 -1.752611e+03
h(4-age) -1.567865e+04 -1.567865e+04
h(garage_spaces-3)*h(1698-sale_age) 2.729482e+01 2.729482e+01
h(sq_ft_total-2031)*h(age-4) -1.944509e+01 -1.944509e+01
h(2031-sq_ft_total)*h(age-4) 3.268368e+00 3.268368e+00
h(4-age)*sale_age 1.832739e+01 1.832739e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.141575e+03 -2.141575e+03
h(baths_total-3) 1.515372e+05 1.515372e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.142436e+02 4.142436e+02
view_panoramicTRUE*h(sale_age-1698) 9.822153e+02 9.822153e+02
h(baths_total-3)*beds_total -2.948600e+04 -2.948600e+04
h(3-baths_total)*h(garage_spaces-3) 7.904596e+04 7.904596e+04
h(sale_age-500) -2.094268e+01 -2.094268e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673632e-01 -1.673632e-01
h(age-37)*h(3-baths_total) -1.333421e+03 -1.333421e+03
h(37-age)*h(3-baths_total) -6.193927e+02 -6.193927e+02
h(age-16)*h(3-baths_total) 4.649332e+02 4.649332e+02
h(sq_ft_total-2032) 2.204474e+02 2.204474e+02
h(2032-sq_ft_total) -2.170951e+02 -2.170951e+02
h(sq_ft_total-2032)*h(age-16) 3.600183e+01 3.600183e+01
h(sale_age-1698) -1.683479e+02 -1.683479e+02
view_waterTRUE 4.285978e+04 4.285978e+04
h(sq_ft_total-2032)*h(age-23) -1.966201e+01 -1.966201e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.984359e+01 2.984359e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.135388e+01 3.135388e+01
h(1-garage_spaces) 2.414422e+04 2.414422e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.414372e-01 1.414372e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.121750e-02 4.121750e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.933579e+01 -6.933579e+01
h(age-4) -1.752611e+03 -1.752611e+03
h(4-age) -1.567865e+04 -1.567865e+04
h(garage_spaces-3)*h(1698-sale_age) 2.729482e+01 2.729482e+01
h(sq_ft_total-2031)*h(age-4) -1.944509e+01 -1.944509e+01
h(2031-sq_ft_total)*h(age-4) 3.268368e+00 3.268368e+00
h(4-age)*sale_age 1.832739e+01 1.832739e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.141575e+03 -2.141575e+03
h(baths_total-3) 1.515372e+05 1.515372e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.142436e+02 4.142436e+02
view_panoramicTRUE*h(sale_age-1698) 9.822153e+02 9.822153e+02
h(baths_total-3)*beds_total -2.948600e+04 -2.948600e+04
h(3-baths_total)*h(garage_spaces-3) 7.904596e+04 7.904596e+04
h(sale_age-500) -2.094268e+01 -2.094268e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673632e-01 -1.673632e-01
h(age-37)*h(3-baths_total) -1.333421e+03 -1.333421e+03
h(37-age)*h(3-baths_total) -6.193927e+02 -6.193927e+02
h(age-16)*h(3-baths_total) 4.649332e+02 4.649332e+02
h(sq_ft_total-2032) 2.204474e+02 2.204474e+02
h(2032-sq_ft_total) -2.170951e+02 -2.170951e+02
h(sq_ft_total-2032)*h(age-16) 3.600183e+01 3.600183e+01
h(sale_age-1698) -1.683479e+02 -1.683479e+02
view_waterTRUE 4.285978e+04 4.285978e+04
h(sq_ft_total-2032)*h(age-23) -1.966201e+01 -1.966201e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.984359e+01 2.984359e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.135388e+01 3.135388e+01
h(1-garage_spaces) 2.414422e+04 2.414422e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.414372e-01 1.414372e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.121750e-02 4.121750e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.933579e+01 -6.933579e+01
h(age-4) -1.752611e+03 -1.752611e+03
h(4-age) -1.567865e+04 -1.567865e+04
h(garage_spaces-3)*h(1698-sale_age) 2.729482e+01 2.729482e+01
h(sq_ft_total-2031)*h(age-4) -1.944509e+01 -1.944509e+01
h(2031-sq_ft_total)*h(age-4) 3.268368e+00 3.268368e+00
h(4-age)*sale_age 1.832739e+01 1.832739e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.141575e+03 -2.141575e+03
h(baths_total-3) 1.515372e+05 1.515372e+05
h(3-baths_total) . .
h(age-4)*h(garage_spaces-2) 4.142436e+02 4.142436e+02
view_panoramicTRUE*h(sale_age-1698) 9.822153e+02 9.822153e+02
h(baths_total-3)*beds_total -2.948600e+04 -2.948600e+04
h(3-baths_total)*h(garage_spaces-3) 7.904596e+04 7.904596e+04
h(sale_age-500) -2.094268e+01 -2.094268e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673632e-01 -1.673632e-01
h(age-37)*h(3-baths_total) -1.333421e+03 -1.333421e+03
h(37-age)*h(3-baths_total) -6.193927e+02 -6.193927e+02
h(age-16)*h(3-baths_total) 4.649332e+02 4.649332e+02
h(sq_ft_total-2032) 2.204474e+02 2.192150e+02
h(2032-sq_ft_total) -2.170951e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.600183e+01 3.659386e+01
h(sale_age-1698) -1.683479e+02 -1.683748e+02
view_waterTRUE 4.285978e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -1.966201e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.984359e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.135388e+01 3.572245e+01
h(1-garage_spaces) 2.414422e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.414372e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.121750e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.933579e+01 -6.980569e+01
h(age-4) -1.752611e+03 -1.915108e+03
h(4-age) -1.567865e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.729482e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.944509e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.268368e+00 3.080627e+00
h(4-age)*sale_age 1.832739e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.141575e+03 -2.098118e+03
h(baths_total-3) 1.515372e+05 1.497599e+05
h(3-baths_total) . -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.142436e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.822153e+02 9.832904e+02
h(baths_total-3)*beds_total -2.948600e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 7.904596e+04 8.050991e+04
h(sale_age-500) -2.094268e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673632e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -1.333421e+03 -4.846881e+03
h(37-age)*h(3-baths_total) -6.193927e+02 2.667110e+03
h(age-16)*h(3-baths_total) 4.649332e+02 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.176609e+02 2.176609e+02
h(2032-sq_ft_total) -2.149859e+02 -2.149859e+02
h(sq_ft_total-2032)*h(age-16) 3.624436e+01 3.624436e+01
h(sale_age-1698) -1.683652e+02 -1.683652e+02
view_waterTRUE 4.296751e+04 4.296751e+04
h(sq_ft_total-2032)*h(age-23) -1.992608e+01 -1.992608e+01
h(sq_ft_total-2032)*h(baths_total-3) 3.004321e+01 3.004321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.438256e+01 3.438256e+01
h(1-garage_spaces) 2.437846e+04 2.437846e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434799e-01 1.434799e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.119871e-02 4.119871e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.939718e+01 -6.939718e+01
h(age-4) -1.868018e+03 -1.868018e+03
h(4-age) -1.799002e+04 -1.799002e+04
h(garage_spaces-3)*h(1698-sale_age) 2.713686e+01 2.713686e+01
h(sq_ft_total-2031)*h(age-4) -1.946239e+01 -1.946239e+01
h(2031-sq_ft_total)*h(age-4) 3.211979e+00 3.211979e+00
h(4-age)*sale_age 1.867104e+01 1.867104e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.122300e+03 -2.122300e+03
h(baths_total-3) 1.502522e+05 1.502522e+05
h(3-baths_total) -1.824893e+04 -1.824893e+04
h(age-4)*h(garage_spaces-2) 4.162704e+02 4.162704e+02
view_panoramicTRUE*h(sale_age-1698) 9.832449e+02 9.832449e+02
h(baths_total-3)*beds_total -2.906949e+04 -2.906949e+04
h(3-baths_total)*h(garage_spaces-3) 8.007795e+04 8.007795e+04
h(sale_age-500) -2.102588e+01 -2.102588e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.685303e-01 -1.685303e-01
h(age-37)*h(3-baths_total) -2.098251e+03 -2.098251e+03
h(37-age)*h(3-baths_total) . .
h(age-16)*h(3-baths_total) 1.307280e+03 1.307280e+03
h(sq_ft_total-2032) 2.176609e+02 2.192150e+02
h(2032-sq_ft_total) -2.149859e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.624436e+01 3.659386e+01
h(sale_age-1698) -1.683652e+02 -1.683748e+02
view_waterTRUE 4.296751e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -1.992608e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 3.004321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.438256e+01 3.572245e+01
h(1-garage_spaces) 2.437846e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434799e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.119871e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.939718e+01 -6.980569e+01
h(age-4) -1.868018e+03 -1.915108e+03
h(4-age) -1.799002e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.713686e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.946239e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.211979e+00 3.080627e+00
h(4-age)*sale_age 1.867104e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.122300e+03 -2.098118e+03
h(baths_total-3) 1.502522e+05 1.497599e+05
h(3-baths_total) -1.824893e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.162704e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832449e+02 9.832904e+02
h(baths_total-3)*beds_total -2.906949e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.007795e+04 8.050991e+04
h(sale_age-500) -2.102588e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.685303e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -2.098251e+03 -4.846881e+03
h(37-age)*h(3-baths_total) . 2.667110e+03
h(age-16)*h(3-baths_total) 1.307280e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
h(sq_ft_total-2032) 2.192150e+02 2.192150e+02
h(2032-sq_ft_total) -2.102489e+02 -2.102489e+02
h(sq_ft_total-2032)*h(age-16) 3.659386e+01 3.659386e+01
h(sale_age-1698) -1.683748e+02 -1.683748e+02
view_waterTRUE 4.333949e+04 4.333949e+04
h(sq_ft_total-2032)*h(age-23) -2.009296e+01 -2.009296e+01
h(sq_ft_total-2032)*h(baths_total-3) 2.897321e+01 2.897321e+01
h(sq_ft_total-2032)*h(3-baths_total) 3.572245e+01 3.572245e+01
h(1-garage_spaces) 2.496083e+04 2.496083e+04
h(sq_ft_total-2032)*h(sale_age-1322) 1.434553e-01 1.434553e-01
h(sq_ft_total-2032)*h(1322-sale_age) 4.161355e-02 4.161355e-02
h(sq_ft_total-2032)*h(2-garage_spaces) -6.980569e+01 -6.980569e+01
h(age-4) -1.915108e+03 -1.915108e+03
h(4-age) -2.677682e+04 -2.677682e+04
h(garage_spaces-3)*h(1698-sale_age) 2.637305e+01 2.637305e+01
h(sq_ft_total-2031)*h(age-4) -1.969946e+01 -1.969946e+01
h(2031-sq_ft_total)*h(age-4) 3.080627e+00 3.080627e+00
h(4-age)*sale_age 2.083197e+01 2.083197e+01
h(2032-sq_ft_total)*h(latitude-34.749) -2.098118e+03 -2.098118e+03
h(baths_total-3) 1.497599e+05 1.497599e+05
h(3-baths_total) -7.805005e+04 -7.805005e+04
h(age-4)*h(garage_spaces-2) 4.204937e+02 4.204937e+02
view_panoramicTRUE*h(sale_age-1698) 9.832904e+02 9.832904e+02
h(baths_total-3)*beds_total -2.844430e+04 -2.844430e+04
h(3-baths_total)*h(garage_spaces-3) 8.050991e+04 8.050991e+04
h(sale_age-500) -2.106643e+01 -2.106643e+01
h(sq_ft_total-1754)*h(sale_age-1698) -1.673177e-01 -1.673177e-01
h(age-37)*h(3-baths_total) -4.846881e+03 -4.846881e+03
h(37-age)*h(3-baths_total) 2.667110e+03 2.667110e+03
h(age-16)*h(3-baths_total) 4.131819e+03 4.131819e+03
$df
[1] 0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13 15 15 15 16 16
[26] 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26 27 27 26 26 29 29 29 29 29 29
[51] 29 29 30 30 30 29 29 29 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
[76] 30 30 30 30 30 30 30 30 30 30
$dim
[1] 30 85
$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$dev.ratio
[1] 0.0000000 0.5201873 0.5201873 0.5201873 0.5201873 0.5697826 0.6593219
[8] 0.7119835 0.7119835 0.7119835 0.7265588 0.7314406 0.7314406 0.7314406
[15] 0.7314406 0.7359323 0.7359323 0.7343677 0.7407187 0.7412938 0.7476297
[22] 0.7476297 0.7476297 0.7502722 0.7502722 0.7502722 0.7502741 0.7502741
[29] 0.7520729 0.7520729 0.7520729 0.7530445 0.7539972 0.7539972 0.7822842
[36] 0.7803608 0.7804594 0.7804594 0.7988374 0.8023792 0.8142152 0.8142152
[43] 0.8142037 0.8142037 0.8176415 0.8176415 0.8176415 0.8176415 0.8176415
[50] 0.8176415 0.8176415 0.8176415 0.8196304 0.8196304 0.8196304 0.8183365
[57] 0.8183365 0.8183365 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304
[64] 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304
[71] 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304
[78] 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304 0.8196304
[85] 0.8196304
$nulldev
[1] 7.392684e+12
$npasses
[1] 4030
$jerr
[1] 0
$offset
[1] FALSE
$call
glmnet(x = x, y = ..1, family = "gaussian", weights = ..2, offset = ..3,
alpha = 0.5, nlambda = 100L, lambda.min.ratio = 1e-05, lambda = ..4,
standardize = TRUE, intercept = TRUE, thresh = 1e-07, penalty.factor = c(1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1), lower.limits = c(-Inf, -Inf,
-Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf,
-Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf,
-Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf, -Inf), upper.limits = c(Inf,
Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf,
Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf, Inf,
Inf, Inf, Inf, Inf, Inf), maxit = 100000L, trace.it = ..5)
$nobs
[1] 780
attr(,"class")
[1] "elnet" "glmnet"
attr(,"class")
[1] "relaxed" "elnet" "glmnet"
$lambda.min
[1] 6.886483
$lambda.1se
[1] 99.91107
$index
Lambda
min 85
1se 62
$relaxed
$relaxed$statlist
$relaxed$statlist$`g:0`
$relaxed$statlist$`g:0`$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$relaxed$statlist$`g:0`$cvm
[1] 8829702281 5487536924 4657855711 4658285619 4707746471 4516937183
[7] 3917566479 3453174846 3287343119 3317322737 3229295698 3041619902
[13] 2918213108 2906136655 2919884064 2913626366 2921329435 2898215471
[19] 2934332436 2948944162 2955251626 2970819044 2963233613 2937629803
[25] 2936755584 2926055750 2917833637 2944416835 2956257398 2934554276
[31] 2947026527 2952243886 2954587392 2980275447 2962821678 2874850079
[37] 2919266841 2925407585 2898810256 2755593808 2710405239 2580526211
[43] 2538863117 2508102496 2472005424 2388813618 2397165340 2400037093
[49] 2244673481 2032614013 2035323230 2039211218 2032843997 2047344668
[55] 2046569196 2042044228 2036708552 2016002336 2014173609 2003387457
[61] 2008267823 2006722846 2002298270 2002298206 2002298146 2002298088
[67] 2002298036 2002854123 2007174344 2002297911 2002297877 2002297845
[73] 2002297816 2002297790 2002297766 2002297744 2002297725 2002297707
[79] 2002297691 2002297677 2002297664 2002297652 2002297641 2002297631
[85] 2002297622
$relaxed$statlist$`g:0`$cvsd
[1] 1398346004 1101528110 627637514 630361980 652915373 710744895
[7] 712923085 693340558 639920114 631391633 577873108 461700829
[13] 421823069 420429878 422949121 442407490 443850753 452113790
[19] 471291472 471680407 466753727 473807730 466135839 450776260
[25] 450543450 451715124 463643184 484817885 490900530 500800169
[31] 518038507 517280083 517905228 512807976 502163164 490563068
[37] 507709580 537345208 537504884 534701616 538793924 543556739
[43] 526673072 497285804 462955764 408604807 413714764 424333730
[49] 283893015 140070242 139410342 133327767 131769018 144073553
[55] 145085959 143421437 135034597 125666537 126312175 130034338
[61] 131672944 131136772 129690858 129690833 129690810 129690788
[67] 129690768 129537222 128420334 129690718 129690705 129690692
[73] 129690681 129690672 129690663 129690655 129690648 129690642
[79] 129690637 129690631 129690627 129690623 129690619 129690616
[85] 129690612
$relaxed$statlist$`g:0`$cvup
[1] 10228048285 6589065034 5285493225 5288647599 5360661843 5227682078
[7] 4630489565 4146515403 3927263233 3948714370 3807168805 3503320730
[13] 3340036178 3326566533 3342833185 3356033856 3365180187 3350329262
[19] 3405623909 3420624569 3422005352 3444626774 3429369452 3388406063
[25] 3387299033 3377770874 3381476820 3429234720 3447157928 3435354445
[31] 3465065034 3469523969 3472492621 3493083424 3464984842 3365413147
[37] 3426976421 3462752793 3436315141 3290295424 3249199163 3124082950
[43] 3065536189 3005388300 2934961188 2797418424 2810880104 2824370823
[49] 2528566495 2172684255 2174733572 2172538984 2164613015 2191418221
[55] 2191655155 2185465664 2171743150 2141668872 2140485784 2133421795
[61] 2139940767 2137859617 2131989129 2131989039 2131988956 2131988877
[67] 2131988804 2132391345 2135594678 2131988629 2131988581 2131988537
[73] 2131988498 2131988462 2131988429 2131988400 2131988373 2131988349
[79] 2131988328 2131988309 2131988291 2131988275 2131988261 2131988247
[85] 2131988234
$relaxed$statlist$`g:0`$cvlo
[1] 7431356277 4386008814 4030218197 4027923639 4054831098 3806192288
[7] 3204643394 2759834288 2647423004 2685931104 2651422590 2579919073
[13] 2496390039 2485706777 2496934943 2471218876 2477478682 2446101681
[19] 2463040964 2477263754 2488497899 2497011313 2497097774 2486853542
[25] 2486212134 2474340626 2454190453 2459598950 2465356868 2433754108
[31] 2428988020 2434963802 2436682164 2467467471 2460658514 2384287011
[37] 2411557260 2388062377 2361305372 2220892192 2171611315 2036969472
[43] 2012190044 2010816693 2009049660 1980208811 1983450577 1975703362
[49] 1960780466 1892543770 1895912889 1905883451 1901074979 1903271114
[55] 1901483238 1898622791 1901673955 1890335799 1887861434 1873353119
[61] 1876594880 1875586074 1872607412 1872607373 1872607336 1872607300
[67] 1872607267 1873316901 1878754009 1872607193 1872607172 1872607153
[73] 1872607135 1872607118 1872607103 1872607089 1872607077 1872607065
[79] 1872607055 1872607046 1872607037 1872607029 1872607022 1872607016
[85] 1872607010
$relaxed$statlist$`g:0`$nzero
s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19
0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13
s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38 s39
15 15 15 16 16 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26
s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59
27 27 26 26 29 29 29 29 29 29 29 29 30 30 30 29 29 29 30 30
s60 s61 s62 s63 s64 s65 s66 s67 s68 s69 s70 s71 s72 s73 s74 s75 s76 s77 s78 s79
30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
s80 s81 s82 s83 s84
30 30 30 30 30
$relaxed$statlist$`g:0.25`
$relaxed$statlist$`g:0.25`$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$relaxed$statlist$`g:0.25`$cvm
[1] 8967534713 5744589614 4877906303 4848662463 4836055796 4631854679
[7] 4024812413 3490995023 3319195987 3317806451 3226084152 3061816085
[13] 2955483876 2936048914 2933118857 2924581893 2928126987 2908682218
[19] 2928423419 2938268460 2936977618 2944335802 2931385608 2910650844
[25] 2911324934 2904670396 2897011194 2918638938 2928041612 2910641069
[31] 2919106082 2923395287 2924956693 2939816845 2917808656 2831117439
[37] 2861111951 2869551971 2847773799 2729426814 2684005455 2571228652
[43] 2530490012 2501636126 2470275121 2402002108 2406435422 2407130330
[49] 2284340205 2095594524 2092263892 2088735791 2079592754 2090590244
[55] 2087466918 2079975585 2070193613 2047232582 2042673842 2031443334
[61] 2032535936 2028993935 2023220668 2021132286 2019228841 2017457559
[67] 2015866775 2014883338 2016932110 2012182068 2011209715 2010315736
[73] 2009516314 2008791085 2008139236 2007560119 2007034195 2006568124
[79] 2006151333 2005777502 2005434898 2005131031 2004850436 2004588921
[85] 2004355299
$relaxed$statlist$`g:0.25`$cvsd
[1] 1367734822 1186914715 755019089 744465916 742000440 773012842
[7] 776601251 755813460 703338155 692198025 642132198 539830837
[13] 500843393 491814242 487863916 495226870 489943204 493021216
[19] 504310159 500519060 493855100 495265479 485988606 469476075
[25] 467097441 466005364 473966186 489189057 492893438 499890529
[31] 511487052 511868516 513071403 509874463 503883315 491656733
[37] 504021727 527153142 528499670 525570457 530415675 537223100
[43] 526458684 503430935 477028051 434124571 435768277 442548606
[49] 329480723 181140226 176656935 166507265 161326895 173909023
[55] 173317634 169516245 157854206 143087932 141587818 142607978
[61] 142192511 140585831 138437388 137422199 136525363 135718044
[67] 135006308 134272130 132875489 133312572 132877448 132492846
[73] 132160500 131867331 131608874 131383796 131183838 131007220
[79] 130854594 130715375 130592226 130483274 130382706 130290751
[85] 130203469
$relaxed$statlist$`g:0.25`$cvup
[1] 10335269535 6931504330 5632925392 5593128378 5578056236 5404867521
[7] 4801413664 4246808483 4022534142 4010004476 3868216350 3601646922
[13] 3456327269 3427863156 3420982773 3419808763 3418070191 3401703434
[19] 3432733578 3438787520 3430832718 3439601281 3417374214 3380126920
[25] 3378422374 3370675760 3370977380 3407827995 3420935050 3410531598
[31] 3430593134 3435263803 3438028096 3449691308 3421691971 3322774171
[37] 3365133678 3396705113 3376273469 3254997271 3214421130 3108451752
[43] 3056948695 3005067061 2947303172 2836126679 2842203699 2849678936
[49] 2613820928 2276734750 2268920827 2255243056 2240919649 2264499267
[55] 2260784552 2249491830 2228047818 2190320514 2184261660 2174051312
[61] 2174728448 2169579766 2161658056 2158554486 2155754204 2153175603
[67] 2150873083 2149155468 2149807599 2145494640 2144087163 2142808582
[73] 2141676814 2140658416 2139748110 2138943915 2138218033 2137575344
[79] 2137005926 2136492877 2136027124 2135614306 2135233143 2134879672
[85] 2134558768
$relaxed$statlist$`g:0.25`$cvlo
[1] 7599799891 4557674899 4122887214 4104196547 4094055356 3858841837
[7] 3248211163 2735181563 2615857833 2625608426 2583951953 2521985248
[13] 2454640482 2444234671 2445254942 2429355023 2438183783 2415661002
[19] 2424113261 2437749400 2443122519 2449070324 2445397002 2441174769
[25] 2444227493 2438665032 2423045008 2429449882 2435148173 2410750540
[31] 2407619031 2411526771 2411885289 2429942382 2413925341 2339460706
[37] 2357090224 2342398828 2319274129 2203856358 2153589780 2034005552
[43] 2004031328 1998205191 1993247069 1967877536 1970667144 1964581723
[49] 1954859482 1914454298 1915606957 1922228526 1918265859 1916681221
[55] 1914149284 1910459340 1912339407 1904144651 1901086023 1888835356
[61] 1890343425 1888408104 1884783279 1883710087 1882703478 1881739515
[67] 1880860467 1880611207 1884056621 1878869495 1878332267 1877822889
[73] 1877355814 1876923754 1876530361 1876176323 1875850358 1875560904
[79] 1875296739 1875062128 1874842672 1874647757 1874467730 1874298169
[85] 1874151829
$relaxed$statlist$`g:0.25`$nzero
s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19
0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13
s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38 s39
15 15 15 16 16 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26
s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59
27 27 26 26 29 29 29 29 29 29 29 29 30 30 30 29 29 29 30 30
s60 s61 s62 s63 s64 s65 s66 s67 s68 s69 s70 s71 s72 s73 s74 s75 s76 s77 s78 s79
30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
s80 s81 s82 s83 s84
30 30 30 30 30
$relaxed$statlist$`g:0.5`
$relaxed$statlist$`g:0.5`$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$relaxed$statlist$`g:0.5`$cvm
[1] 9116430069 6412246050 5562644863 5425336673 5298887342 5043555621
[7] 4459178914 3894877724 3665490147 3580336435 3445364989 3270813392
[13] 3148097741 3092650604 3052902809 3020826313 3002612102 2972892195
[19] 2968897296 2964887265 2952150034 2947296882 2928079874 2908173655
[25] 2905496885 2899011259 2890649282 2904467944 2910103519 2896804555
[31] 2900961017 2903660567 2904336188 2911362037 2890570633 2816811494
[37] 2832273253 2839151086 2821787649 2733450188 2692041269 2602391771
[43] 2564124136 2536184840 2507114862 2451575103 2447019466 2441298038
[49] 2350590279 2198585113 2183484199 2168833486 2152563785 2153690252
[55] 2144218909 2131478659 2116467572 2091760967 2082317263 2068909505
[61] 2064521839 2057635461 2049515257 2044383588 2039780965 2035568763
[67] 2031831265 2028851560 2028243389 2023338424 2021149165 2019161322
[73] 2017402040 2015821116 2014412556 2013169898 2012050211 2011063605
[79] 2010186552 2009403472 2008690128 2008060460 2007482250 2006946217
[85] 2006470351
$relaxed$statlist$`g:0.5`$cvsd
[1] 1334886285 1239000625 896014586 871576951 848876303 852283756
[7] 849823652 829561873 780516333 763543793 718167252 632357506
[13] 591631073 572730869 559669736 554349515 541806702 537272141
[19] 539516946 531508937 522616069 518957896 508410014 491788665
[25] 486599364 482717073 485880355 494697095 495985169 499934995
[31] 506560266 507485875 508899682 507384498 504831624 493921202
[37] 501916849 518267077 520533508 517794467 522487745 528171087
[43] 522583315 506694995 488545416 457604718 455639410 458428222
[49] 377332030 251058026 238938775 223279469 212249661 218099644
[55] 212757600 205052869 190573789 172298884 166718357 163313104
[61] 159480599 155544110 151660396 148800154 146322798 144141846
[67] 142253234 140560257 138572705 137935293 136866409 135935642
[73] 135142396 134452414 133852488 133336685 132883848 132488212
[79] 132149444 131844266 131576107 131341108 131126932 130932730
[85] 130749921
$relaxed$statlist$`g:0.5`$cvup
[1] 10451316354 7651246676 6458659449 6296913624 6147763644 5895839376
[7] 5309002566 4724439597 4446006480 4343880228 4163532241 3903170898
[13] 3739728814 3665381473 3612572545 3575175828 3544418804 3510164336
[19] 3508414242 3496396202 3474766102 3466254778 3436489888 3399962320
[25] 3392096249 3381728331 3376529637 3399165039 3406088689 3396739549
[31] 3407521283 3411146442 3413235870 3418746535 3395402256 3310732696
[37] 3334190102 3357418163 3342321158 3251244656 3214529015 3130562858
[43] 3086707451 3042879835 2995660279 2909179821 2902658875 2899726260
[49] 2727922309 2449643140 2422422974 2392112956 2364813446 2371789896
[55] 2356976509 2336531528 2307041361 2264059851 2249035619 2232222609
[61] 2224002438 2213179570 2201175653 2193183742 2186103762 2179710609
[67] 2174084500 2169411817 2166816093 2161273717 2158015574 2155096964
[73] 2152544437 2150273530 2148265044 2146506584 2144934059 2143551817
[79] 2142335996 2141247737 2140266234 2139401568 2138609183 2137878947
[85] 2137220273
$relaxed$statlist$`g:0.5`$cvlo
[1] 7781543784 5173245425 4666630277 4553759722 4450011039 4191271865
[7] 3609355263 3065315851 2884973814 2816792642 2727197737 2638455886
[13] 2556466667 2519919736 2493233073 2466476798 2460805399 2435620054
[19] 2429380349 2433378328 2429533965 2428338985 2419669860 2416384990
[25] 2418897521 2416294186 2404768927 2409770848 2414118350 2396869560
[31] 2394400750 2396174692 2395436505 2403977539 2385739009 2322890292
[37] 2330356404 2320884009 2301254141 2215655721 2169553524 2074220684
[43] 2041540821 2029489845 2018569446 1993970386 1991380056 1982869816
[49] 1973258249 1947527087 1944545424 1945554017 1940314124 1935590609
[55] 1931461309 1926425790 1925893782 1919462083 1915598906 1905596401
[61] 1905041240 1902091351 1897854861 1895583434 1893458167 1891426917
[67] 1889578031 1888291302 1889670684 1885403131 1884282756 1883225680
[73] 1882259644 1881368702 1880560068 1879833213 1879166362 1878575393
[79] 1878037108 1877559206 1877114021 1876719352 1876355318 1876013488
[85] 1875720430
$relaxed$statlist$`g:0.5`$nzero
s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19
0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13
s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38 s39
15 15 15 16 16 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26
s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59
27 27 26 26 29 29 29 29 29 29 29 29 30 30 30 29 29 29 30 30
s60 s61 s62 s63 s64 s65 s66 s67 s68 s69 s70 s71 s72 s73 s74 s75 s76 s77 s78 s79
30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
s80 s81 s82 s83 s84
30 30 30 30 30
$relaxed$statlist$`g:0.75`
$relaxed$statlist$`g:0.75`$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$relaxed$statlist$`g:0.75`$cvm
[1] 9276383059 7490504162 6712071882 6388308360 6096242667 5752041347
[7] 5220668234 4664828757 4326230613 4104917913 3887142789 3668614790
[13] 3496056319 3375943064 3279237520 3202360894 3144785859 3090846058
[19] 3055755230 3028801749 3000770271 2979703930 2953318257 2930199803
[25] 2919272847 2909079508 2898749022 2901905114 2902444455 2893045892
[31] 2892592643 2893041062 2892727243 2894912881 2881109765 2831934583
[37] 2832753658 2834207675 2820854351 2767665581 2734514427 2674016750
[43] 2639766664 2611749718 2582525491 2537532805 2518917728 2502540476
[49] 2443422649 2341584063 2308982560 2279502935 2251755744 2236643360
[55] 2216823850 2196552202 2175529345 2149586506 2133102955 2115785037
[61] 2104224714 2092646659 2081181309 2072051446 2063953912 2056631154
[67] 2050191012 2044758347 2041107821 2035766610 2032115890 2028834300
[73] 2025954719 2023387634 2021117503 2019126878 2017345587 2015783984
[79] 2014403198 2013175448 2012063230 2011085827 2010192983 2009369431
[85] 2008642699
$relaxed$statlist$`g:0.75`$cvsd
[1] 1299991147 1259588365 1046720070 1007970111 968666374 944713373
[7] 924556315 901146907 858855278 835514257 796417005 731237640
[13] 688964674 659266096 635340787 617166140 597283922 583747027
[19] 575891556 563758476 552232253 543932734 532467359 517016777
[25] 508532056 501469088 499193507 501260058 500127782 500944911
[31] 503309392 504188510 505424220 505300603 504927847 497344326
[37] 500955860 510238111 513076750 511495238 515116930 518510403
[43] 517005838 508774359 498816837 480058513 474165930 472610753
[49] 427712213 346431898 323641494 300950774 281927337 274981295
[55] 262203315 249069377 232282387 212736099 201406998 192139656
[61] 183670590 176174406 169492105 163957423 159206199 155070770
[67] 151523804 148477032 145568256 143607789 141695851 140048531
[73] 138658836 137462924 136434250 135558856 134797766 134138851
[79] 133579048 133080136 132644330 132265632 131924405 131617361
[85] 131330559
$relaxed$statlist$`g:0.75`$cvup
[1] 10576374205 8750092527 7758791952 7396278472 7064909041 6696754719
[7] 6145224549 5565975664 5185085891 4940432170 4683559794 4399852430
[13] 4185020993 4035209160 3914578307 3819527034 3742069781 3674593085
[19] 3631646785 3592560225 3553002525 3523636663 3485785616 3447216580
[25] 3427804903 3410548596 3397942529 3403165172 3402572237 3393990804
[31] 3395902035 3397229572 3398151463 3400213484 3386037612 3329278909
[37] 3333709518 3344445785 3333931102 3279160819 3249631357 3192527153
[43] 3156772502 3120524077 3081342327 3017591318 2993083659 2975151229
[49] 2871134862 2688015961 2632624054 2580453709 2533683081 2511624655
[55] 2479027165 2445621579 2407811731 2362322604 2334509953 2307924693
[61] 2287895305 2268821065 2250673414 2236008869 2223160110 2211701924
[67] 2201714816 2193235378 2186676077 2179374399 2173811740 2168882832
[73] 2164613555 2160850558 2157551754 2154685734 2152143353 2149922835
[79] 2147982246 2146255584 2144707560 2143351459 2142117388 2140986793
[85] 2139973258
$relaxed$statlist$`g:0.75`$cvlo
[1] 7976391912 6230915797 5665351812 5380338249 5127576293 4807327974
[7] 4296111919 3763681851 3467375334 3269403657 3090725784 2937377150
[13] 2807091645 2716676968 2643896734 2585194754 2547501938 2507099031
[19] 2479863674 2465043273 2448538018 2435771196 2420850898 2413183026
[25] 2410740791 2407610421 2399555516 2400645056 2402316673 2392100981
[31] 2389283251 2388852552 2387303023 2389612278 2376181918 2334590257
[37] 2331797799 2323969564 2307777601 2256170342 2219397497 2155506347
[43] 2122760826 2102975359 2083708654 2057474292 2044751798 2029929723
[49] 2015710437 1995152165 1985341065 1978552160 1969828407 1961662065
[55] 1954620535 1947482826 1943246958 1936850407 1931695956 1923645380
[61] 1920554124 1916472252 1911689205 1908094023 1904747713 1901560383
[67] 1898667208 1896281315 1895539564 1892158821 1890420039 1888785769
[73] 1887295883 1885924710 1884683253 1883568023 1882547821 1881645133
[79] 1880824151 1880095312 1879418900 1878820194 1878268578 1877752070
[85] 1877312140
$relaxed$statlist$`g:0.75`$nzero
s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19
0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13
s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38 s39
15 15 15 16 16 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26
s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59
27 27 26 26 29 29 29 29 29 29 29 29 30 30 30 29 29 29 30 30
s60 s61 s62 s63 s64 s65 s66 s67 s68 s69 s70 s71 s72 s73 s74 s75 s76 s77 s78 s79
30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
s80 s81 s82 s83 s84
30 30 30 30 30
$relaxed$statlist$`g:1`
$relaxed$statlist$`g:1`$lambda
[1] 1.203432e+05 1.071314e+05 9.536996e+04 8.489978e+04 7.557906e+04
[6] 6.728162e+04 5.989511e+04 5.331953e+04 4.746585e+04 4.225482e+04
[11] 3.761588e+04 3.348622e+04 2.980994e+04 2.653726e+04 2.362387e+04
[16] 2.103032e+04 1.872151e+04 1.666617e+04 1.483648e+04 1.320766e+04
[21] 1.175765e+04 1.046684e+04 9.317740e+03 8.294793e+03 7.384150e+03
[26] 6.573481e+03 5.851812e+03 5.209372e+03 4.637461e+03 4.128338e+03
[31] 3.675109e+03 3.271637e+03 2.912461e+03 2.592716e+03 2.308075e+03
[36] 2.054683e+03 1.829110e+03 1.628302e+03 1.449539e+03 1.290401e+03
[41] 1.148735e+03 1.022621e+03 9.103525e+02 8.104095e+02 7.214388e+02
[46] 6.422357e+02 5.717279e+02 5.089608e+02 4.530846e+02 4.033427e+02
[51] 3.590618e+02 3.196422e+02 2.845503e+02 2.533110e+02 2.255013e+02
[56] 2.007446e+02 1.787059e+02 1.590867e+02 1.416214e+02 1.260735e+02
[61] 1.122325e+02 9.991107e+01 8.894234e+01 7.917782e+01 7.048529e+01
[66] 6.274706e+01 5.585838e+01 4.972598e+01 4.426681e+01 3.940699e+01
[71] 3.508069e+01 3.122936e+01 2.780085e+01 2.474874e+01 2.203170e+01
[76] 1.961295e+01 1.745974e+01 1.554293e+01 1.383655e+01 1.231750e+01
[81] 1.096523e+01 9.761411e+00 8.689755e+00 7.735751e+00 6.886483e+00
$relaxed$statlist$`g:1`$cvm
[1] 9447393681 8979363948 8326187361 7737577525 7228121771 6757311857
[7] 6309280373 5800848123 5301417385 4891550884 4551417551 4255220281
[13] 3999359611 3785926293 3612122991 3469185635 3354648261 3262543807
[19] 3188997221 3130011911 3082838332 3041556946 3007100757 2976729290
[25] 2952652819 2934875145 2921310415 2910950449 2905064420 2899365081
[31] 2894000962 2891536771 2890129858 2890469378 2889426052 2876486706
[37] 2862553167 2854721737 2844973905 2832072991 2811424927 2786103588
[43] 2757417596 2728330760 2696507005 2659875213 2622130209 2590857644
[49] 2562837314 2524591372 2468758973 2420744135 2377168630 2339449567
[55] 2305281741 2275196215 2247378932 2220709199 2195030918 2172069928
[61] 2151644563 2134027529 2118218825 2104135861 2091747682 2080644731
[67] 2070946015 2062603699 2055525406 2049466626 2044109890 2039334671
[73] 2035174350 2031490639 2028254077 2025431059 2022920324 2020729261
[79] 2018801273 2017093433 2015554205 2014207131 2012982634 2011858563
[85] 2010872341
$relaxed$statlist$`g:1`$cvsd
[1] 1263292811 1258827443 1208519596 1154311954 1102424723 1052829415
[7] 1009061881 972193127 937827728 906527528 873994800 833877422
[13] 791101240 749876213 713564396 682411454 655208806 631834280
[19] 612766184 596645489 582169352 569518630 557480075 544607304
[25] 532471492 521938876 513755127 508814227 505279493 502938534
[31] 501793371 502050284 502694186 503632781 504182627 502837888
[37] 501986359 503596760 506295859 508497909 510005315 511857458
[43] 513021414 512624726 510054000 503227863 492803209 486231121
[49] 481162345 464482528 428369247 396989898 367875621 343107513
[55] 320617754 300725038 282051954 263237613 244789354 228516054
[61] 214398961 202264968 191802235 182833356 175159340 168515233
[67] 162842490 158051975 153888474 150358432 147390540 144852220
[73] 142726649 140912271 139364633 138058404 136931782 135963818
[79] 135146932 134425617 133798842 133258296 132776204 132345442
[85] 131945969
$relaxed$statlist$`g:1`$cvup
[1] 10710686492 10238191392 9534706957 8891889479 8330546494 7810141272
[7] 7318342254 6773041249 6239245113 5798078412 5425412351 5089097703
[13] 4790460852 4535802506 4325687387 4151597089 4009857067 3894378087
[19] 3801763405 3726657401 3665007684 3611075576 3564580831 3521336594
[25] 3485124311 3456814020 3435065542 3419764677 3410343913 3402303615
[31] 3395794332 3393587055 3392824044 3394102159 3393608680 3379324594
[37] 3364539526 3358318496 3351269764 3340570901 3321430242 3297961046
[43] 3270439010 3240955485 3206561005 3163103076 3114933418 3077088765
[49] 3043999659 2989073900 2897128221 2817734034 2745044252 2682557080
[55] 2625899495 2575921254 2529430887 2483946812 2439820272 2400585982
[61] 2366043525 2336292497 2310021060 2286969217 2266907022 2249159965
[67] 2233788505 2220655674 2209413880 2199825058 2191500429 2184186890
[73] 2177900999 2172402910 2167618710 2163489463 2159852106 2156693080
[79] 2153948204 2151519050 2149353047 2147465427 2145758838 2144204005
[85] 2142818310
$relaxed$statlist$`g:1`$cvlo
[1] 8184100869 7720536505 7117667764 6583265570 6125697048 5704482442
[7] 5300218492 4828654996 4363589656 3985023356 3677422751 3421342859
[13] 3208258371 3036050080 2898558596 2786774181 2699439455 2630709527
[19] 2576231037 2533366422 2500668980 2472038316 2449620682 2432121986
[25] 2420181327 2412936269 2407555288 2402136222 2399784926 2396426548
[31] 2392207591 2389486487 2387435673 2386836597 2385243425 2373648818
[37] 2360566808 2351124977 2338678046 2323575082 2301419613 2274246130
[43] 2244396182 2215706034 2186453005 2156647350 2129327000 2104626523
[49] 2081674970 2060108844 2040389726 2023754237 2009293009 1996342054
[55] 1984663986 1974471177 1965326978 1957471587 1950241564 1943553874
[61] 1937245602 1931762562 1926416590 1921302504 1916588342 1912129498
[67] 1908103525 1904551724 1901636932 1899108193 1896719350 1894482451
[73] 1892447701 1890578367 1888889443 1887372655 1885988542 1884765443
[79] 1883654341 1882667816 1881755363 1880948836 1880206430 1879513120
[85] 1878926372
$relaxed$statlist$`g:1`$nzero
s0 s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19
0 2 2 2 2 4 6 7 7 7 8 10 10 10 10 11 11 11 12 13
s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38 s39
15 15 15 16 16 16 17 17 18 18 18 19 19 19 21 21 22 22 24 26
s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59
27 27 26 26 29 29 29 29 29 29 29 29 30 30 30 29 29 29 30 30
s60 s61 s62 s63 s64 s65 s66 s67 s68 s69 s70 s71 s72 s73 s74 s75 s76 s77 s78 s79
30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30
s80 s81 s82 s83 s84
30 30 30 30 30
$relaxed$gamma
[1] 0.00 0.25 0.50 0.75 1.00
$relaxed$lambda.min
[1] 6.886483
$relaxed$lambda.1se
[1] 403.3427
$relaxed$gamma.min
[1] 0
$relaxed$gamma.1se
[1] 0.25
$relaxed$nzero.min
g:0.s84
30
$relaxed$nzero.1se
g:0.25.s49
29
$relaxed$index
Lambda Gamma
min 85 1
1se 50 2
attr(,"class")
[1] "cv.relaxed" "cv.glmnet" Report generated by glmnetUI on 2026-06-20 19:05:03.586556