model,h,tau,share_below
lightgbm,1-3,0.05,0.0565463513605785
lightgbm,1-3,0.25,0.2331403042727595
lightgbm,1-3,0.5,0.4656140567642
lightgbm,1-3,0.75,0.7150702480548068
lightgbm,1-3,0.95,0.934502345937123
lightgbm,4-6,0.05,0.05240575468458668
lightgbm,4-6,0.25,0.20638817484844693
lightgbm,4-6,0.5,0.4216946345877981
lightgbm,4-6,0.75,0.6720067264214219
lightgbm,4-6,0.95,0.9175949192412237
ridge,7-12,0.05,0.05196799939692621
ridge,7-12,0.25,0.11917774657708508
ridge,7-12,0.5,0.32631003646711837
ridge,7-12,0.75,0.7398207740075196
ridge,7-12,0.95,0.9689935263797669
ridge,1-3,0.05,0.06014247950759707
ridge,1-3,0.25,0.13898092361316586
ridge,1-3,0.5,0.3932785568666214
ridge,1-3,0.75,0.8017414884588998
ridge,1-3,0.95,0.977503064512458
hedonic_ols,7-12,0.05,0.051969569901592176
hedonic_ols,7-12,0.25,0.11917931708175104
hedonic_ols,7-12,0.5,0.32631474798111626
hedonic_ols,7-12,0.75,0.7398097804748578
hedonic_ols,7-12,0.95,0.9689919558751009
hshn_full,7-12,0.05,0.030880833246955577
hshn_full,7-12,0.25,0.13551099510316644
hshn_full,7-12,0.5,0.2737892194277709
hshn_full,7-12,0.75,0.5069259255769248
hshn_full,7-12,0.95,0.8473139658697926
hshn_none,4-6,0.05,0.03570202209834824
hshn_none,4-6,0.25,0.1633403614167846
hshn_none,4-6,0.5,0.34198204790007924
hshn_none,4-6,0.75,0.5987188991261428
hshn_none,4-6,0.95,0.8960228749675071
hshn_none,1-3,0.05,0.04114737947605779
hshn_none,1-3,0.25,0.19399908308486669
hshn_none,1-3,0.5,0.4098578131248923
hshn_none,1-3,0.75,0.6800323846621558
hshn_none,1-3,0.95,0.9288350300598596
mlp,4-6,0.05,0.017464306000827965
mlp,4-6,0.25,0.09365322345133453
mlp,4-6,0.5,0.5063397163735089
mlp,4-6,0.75,0.9556588908464829
mlp,4-6,0.95,0.9988799994865327
hshn_partial,4-6,0.05,0.035782251361490595
hshn_partial,4-6,0.25,0.1637447169030221
hshn_partial,4-6,0.5,0.34242812260315075
hshn_partial,4-6,0.75,0.5996559769196456
hshn_partial,4-6,0.95,0.8962924452916655
hshn_partial,7-12,0.05,0.03146977249669409
hshn_partial,7-12,0.25,0.13711919188111907
hshn_partial,7-12,0.5,0.2793472354406365
hshn_partial,7-12,0.75,0.5184691348717997
hshn_partial,7-12,0.95,0.8554837311421652
elastic_net,4-6,0.05,0.05729332139521898
elastic_net,4-6,0.25,0.13013507398742646
elastic_net,4-6,0.5,0.36371134152955487
elastic_net,4-6,0.75,0.7776237375925444
elastic_net,4-6,0.95,0.9740634838113393
lightgbm,7-12,0.05,0.04745593949159623
lightgbm,7-12,0.25,0.18126764854618382
lightgbm,7-12,0.5,0.371641083145658
lightgbm,7-12,0.75,0.6169193608674212
lightgbm,7-12,0.95,0.8923921612971112
hedonic_ols,4-6,0.05,0.056924266784764144
hedonic_ols,4-6,0.25,0.12969220845488066
hedonic_ols,4-6,0.5,0.3611215409153196
hedonic_ols,4-6,0.75,0.7746327906625975
hedonic_ols,4-6,0.95,0.9735917357440622
elastic_net,1-3,0.05,0.06058793118584439
elastic_net,1-3,0.25,0.13918251488361355
elastic_net,1-3,0.5,0.39568789769568175
elastic_net,1-3,0.75,0.8038809571033285
elastic_net,1-3,0.95,0.9779094985254574
hedonic_ols,1-3,0.05,0.06014573097970106
hedonic_ols,1-3,0.25,0.13898092361316586
hedonic_ols,1-3,0.5,0.3932688024503094
hedonic_ols,1-3,0.75,0.8017447399310038
hedonic_ols,1-3,0.95,0.977503064512458
mlp,1-3,0.05,0.01949582673555452
mlp,1-3,0.25,0.10234333594534925
mlp,1-3,0.5,0.5521194720909892
mlp,1-3,0.75,0.9619870396321935
mlp,1-3,0.95,0.9990538216177375
hshn_full,1-3,0.05,0.0409392852614021
hshn_full,1-3,0.25,0.1938625212564989
hshn_full,1-3,0.5,0.40821907118447875
hshn_full,1-3,0.75,0.6752917383345309
hshn_full,1-3,0.95,0.9256713477026723
hshn_partial,1-3,0.05,0.04117664272499374
hshn_partial,1-3,0.25,0.1943762538489301
hshn_partial,1-3,0.5,0.4102740015542037
hshn_partial,1-3,0.75,0.6811151248727861
hshn_partial,1-3,0.95,0.9288610418366916
elastic_net,7-12,0.05,0.05224126720880488
elastic_net,7-12,0.25,0.11937563016499722
elastic_net,7-12,0.5,0.3276308308911986
elastic_net,7-12,0.75,0.7421812425204716
elastic_net,7-12,0.95,0.9694819533308834
ridge,4-6,0.05,0.056924266784764144
ridge,4-6,0.25,0.12969220845488066
ridge,4-6,0.5,0.36110870423321684
ridge,4-6,0.75,0.7746424181741746
ridge,4-6,0.95,0.9735917357440622
mlp,7-12,0.05,0.015346971595852611
mlp,7-12,0.25,0.0854621524080548
mlp,7-12,0.5,0.4546186971721493
mlp,7-12,0.75,0.9488659385807036
mlp,7-12,0.95,0.9987420257625585
hshn_full,4-6,0.05,0.035503053525755196
hshn_full,4-6,0.25,0.1621722233454319
hshn_full,4-6,0.5,0.3376881777367004
hshn_full,4-6,0.75,0.5883885792039332
hshn_full,4-6,0.95,0.8895371413350791
hshn_none,7-12,0.05,0.03145092644070246
hshn_none,7-12,0.25,0.13696214141452215
hshn_none,7-12,0.5,0.27920589002069923
hshn_none,7-12,0.75,0.5176901645574788
hshn_none,7-12,0.95,0.8550078682283765