origin,feature,mean_abs_shap
2023-03,lfa,0.13869121275496893
2023-03,lfa2,0.01404550785407139
2023-03,lla,0.0354289644215369
2023-03,age_f,0.10024972539029843
2023-03,fa_missing,0.000924166457525197
2023-03,la_missing,0.00007928814633294178
2023-03,age_missing,0.0007516446097469866
2023-03,x_m,0.024950782127067323
2023-03,y_m,0.03131923064110985
2023-03,mun_medlp_3,0.026834594418343266
2023-03,mun_q_3,0.005333717028718122
2023-03,mun_q_12,0.03367006658188523
2023-03,mun_n_3,0.015699752690428215
2023-03,mun_n_12,0.009962207424715288
2023-03,mun_sd_12,0.004654623082331761
2023-03,mun_mom_3_12,0.005430688179097503
2023-03,mun_mom_6_24,0.003985274914211952
2023-03,mun_vol_ratio,0.007120688666061568
2023-03,reg_q_3,0.007905860087835398
2023-03,reg_q_12,0.008737486565597917
2023-03,reg_mom_3_12,0.006987601530850923
2023-03,reg_mom_6_24,0.003972906667816439
2023-03,knn_q,0.232199520441052
2023-03,knn_dist_km,0.02819664660974519
2023-03,knn_q_sd,0.019650184248891096
2023-03,origin_t,0.08855358790980425
2023-03,property_class=condo,0.021293372848105376
2023-03,property_class=house,0.0016914472530144289
2023-03,property_class=plex,0.010299450486712755
2023-03,subtype_c=detached,0.019396155656717384
2023-03,subtype_c=integrated,0.003929265323984558
2023-03,subtype_c=na,0.011031983046035887
2023-03,subtype_c=row,0.0011372095191324793
2023-03,subtype_c=semi,0.0007616584028153377
2023-03,genre_c=De plain-pied,0.01100317170746752
2023-03,genre_c=Unimodulaire,0.0014332220144957623
2023-03,genre_c=unknown,0.0014140411915966582
2023-03,genre_c=À niveaux décalés,0.001546768884615895
2023-03,genre_c=À étage mansardé,0.0009988853029561122
2023-03,genre_c=À étages entiers,0.0007739645838561486
2023-03,storeys_c=1,0.003803195563942713
2023-03,storeys_c=2,0.002833156573748171
2023-03,storeys_c=3,0.000353020663892232
2023-03,storeys_c=4,0.0
2023-03,units_c=1,0.0037922744573515147
2023-03,units_c=2,0.002128595196863761
2023-03,units_c=3,0.0011507576134742424
2023-03,units_c=4,0.0017221843813121642
2023-03,units_c=5,0.0005868714295156574
2023-03,region_code=01,0.00038722139106245644
2023-03,region_code=02,0.0010182161235964176
2023-03,region_code=03,0.0018357912067611417
2023-03,region_code=04,0.00008284717812436338
2023-03,region_code=05,0.0003955622685314147
2023-03,region_code=06,0.00365407378266531
2023-03,region_code=07,0.00037438358383266526
2023-03,region_code=08,0.00010014471654105812
2023-03,region_code=09,0.000021736842216867648
2023-03,region_code=10,0.000015625408581432224
2023-03,region_code=11,0.00006803590185752567
2023-03,region_code=12,0.0008300279818945483
2023-03,region_code=13,0.0002428598913698219
2023-03,region_code=14,0.001352052097594197
2023-03,region_code=15,0.00033114148721567885
2023-03,region_code=16,0.0012493130329516299
2023-03,region_code=17,0.0011759270456336995
2024-03,lfa,0.13989295211400044
2024-03,lfa2,0.014039877241635145
2024-03,lla,0.03581519899641956
2024-03,age_f,0.0976621583824055
2024-03,fa_missing,0.0007815010486438855
2024-03,la_missing,0.00010385106477823037
2024-03,age_missing,0.0008482687931989118
2024-03,x_m,0.024544428697893386
2024-03,y_m,0.032891143129676816
2024-03,mun_medlp_3,0.03149081025951554
2024-03,mun_q_3,0.004812202115712562
2024-03,mun_q_12,0.027049844437852057
2024-03,mun_n_3,0.013727453415956398
2024-03,mun_n_12,0.011143505537352362
2024-03,mun_sd_12,0.003139387936956916
2024-03,mun_mom_3_12,0.0029870668111246132
2024-03,mun_mom_6_24,0.004860121253004308
2024-03,mun_vol_ratio,0.002670798484289311
2024-03,reg_q_3,0.007373578888264893
2024-03,reg_q_12,0.015276730133854104
2024-03,reg_mom_3_12,0.0015298742220983413
2024-03,reg_mom_6_24,0.0069504317335526535
2024-03,knn_q,0.21557304708049005
2024-03,knn_dist_km,0.02323700950167977
2024-03,knn_q_sd,0.023206860475053194
2024-03,origin_t,0.03113691149680722
2024-03,property_class=condo,0.021341866816414937
2024-03,property_class=house,0.001492630468552245
2024-03,property_class=plex,0.013260828229793312
2024-03,subtype_c=detached,0.02053052583884932
2024-03,subtype_c=integrated,0.004609921592153724
2024-03,subtype_c=na,0.012371093550830306
2024-03,subtype_c=row,0.0010779158054671704
2024-03,subtype_c=semi,0.0011187888651676156
2024-03,genre_c=De plain-pied,0.008682873931893606
2024-03,genre_c=Unimodulaire,0.001922307183084327
2024-03,genre_c=unknown,0.0011943869845327222
2024-03,genre_c=À niveaux décalés,0.0011043895407515112
2024-03,genre_c=À étage mansardé,0.0008694525412997135
2024-03,genre_c=À étages entiers,0.0004968753759866138
2024-03,storeys_c=1,0.004311386531030757
2024-03,storeys_c=2,0.00252137224021185
2024-03,storeys_c=3,0.0004969506203435957
2024-03,storeys_c=4,1.8961525542193358e-6
2024-03,units_c=1,0.003940141940735928
2024-03,units_c=2,0.0026238008334950563
2024-03,units_c=3,0.0011214767614426526
2024-03,units_c=4,0.00172855870076784
2024-03,units_c=5,0.0007267099087499319
2024-03,region_code=01,0.0003878772053637723
2024-03,region_code=02,0.0009392015774819076
2024-03,region_code=03,0.0018358177688556807
2024-03,region_code=04,0.00006579537446519156
2024-03,region_code=05,0.0002741653531875928
2024-03,region_code=06,0.005741074839888361
2024-03,region_code=07,0.00042619399089345133
2024-03,region_code=08,0.0003029027474389895
2024-03,region_code=09,0.00011161316406696207
2024-03,region_code=10,0.000022025375205095685
2024-03,region_code=11,0.00007629794051258425
2024-03,region_code=12,0.0015261351136461084
2024-03,region_code=13,0.0002800833762516706
2024-03,region_code=14,0.0008016208500214113
2024-03,region_code=15,0.00041476219216510376
2024-03,region_code=16,0.0012876588907020207
2024-03,region_code=17,0.0010005135591789468
2025-03,lfa,0.1405691485669051
2025-03,lfa2,0.015031887128635912
2025-03,lla,0.03577395489810159
2025-03,age_f,0.09338413256742639
2025-03,fa_missing,0.0006011473200186844
2025-03,la_missing,0.00013249731457658126
2025-03,age_missing,0.0007166672318293368
2025-03,x_m,0.02332598459889983
2025-03,y_m,0.02905335576222487
2025-03,mun_medlp_3,0.023071895444119105
2025-03,mun_q_3,0.003543740294526752
2025-03,mun_q_12,0.03994882889675393
2025-03,mun_n_3,0.011392308615349716
2025-03,mun_n_12,0.01286279574255837
2025-03,mun_sd_12,0.0028721676420213503
2025-03,mun_mom_3_12,0.0013965815702400802
2025-03,mun_mom_6_24,0.004274199674894867
2025-03,mun_vol_ratio,0.0023636471315461546
2025-03,reg_q_3,0.005096250336741745
2025-03,reg_q_12,0.011488771709686589
2025-03,reg_mom_3_12,0.0010607436455757895
2025-03,reg_mom_6_24,0.0042936050290275805
2025-03,knn_q,0.20798343663561206
2025-03,knn_dist_km,0.02235728813790658
2025-03,knn_q_sd,0.02444827758604118
2025-03,origin_t,0.00956084447381552
2025-03,property_class=condo,0.02376867674535451
2025-03,property_class=house,0.0019160833706729143
2025-03,property_class=plex,0.011594495354051987
2025-03,subtype_c=detached,0.021048677311877036
2025-03,subtype_c=integrated,0.0037859112618178754
2025-03,subtype_c=na,0.012381856930851833
2025-03,subtype_c=row,0.0011241136498912243
2025-03,subtype_c=semi,0.0008557662201139784
2025-03,genre_c=De plain-pied,0.010054004588714692
2025-03,genre_c=Unimodulaire,0.0010583465255607472
2025-03,genre_c=unknown,0.0017072137041160877
2025-03,genre_c=À niveaux décalés,0.0013246570562679128
2025-03,genre_c=À étage mansardé,0.0007991870510181217
2025-03,genre_c=À étages entiers,0.0005820616765892431
2025-03,storeys_c=1,0.0035321395540936873
2025-03,storeys_c=2,0.0020396870842434877
2025-03,storeys_c=3,0.00045492973768876724
2025-03,storeys_c=4,9.595995149520047e-7
2025-03,units_c=1,0.0037450915774120373
2025-03,units_c=2,0.0019964614852974964
2025-03,units_c=3,0.0013411836473860494
2025-03,units_c=4,0.0017792071632284732
2025-03,units_c=5,0.0006299822747914135
2025-03,region_code=01,0.00041632736034119837
2025-03,region_code=02,0.0006661284417652747
2025-03,region_code=03,0.0013270149213493738
2025-03,region_code=04,0.00009198127930344506
2025-03,region_code=05,0.0002517569079785103
2025-03,region_code=06,0.008185997317363027
2025-03,region_code=07,0.00044159160923516174
2025-03,region_code=08,0.000393073139493113
2025-03,region_code=09,0.000029355576536366516
2025-03,region_code=10,0.000060607218203918595
2025-03,region_code=11,0.000060992644238915106
2025-03,region_code=12,0.0006502567605045072
2025-03,region_code=13,0.0003652231439021558
2025-03,region_code=14,0.0008638386815160912
2025-03,region_code=15,0.0002690579688615963
2025-03,region_code=16,0.0006485197085727132
2025-03,region_code=17,0.0008336764804920311