feature,2023-03,2024-03,2025-03,mean
knn_q,0.232199520441052,0.21557304708049005,0.20798343663561206,0.21858533471905137
lfa,0.13869121275496893,0.13989295211400044,0.1405691485669051,0.1397177711452915
age_f,0.10024972539029843,0.0976621583824055,0.09338413256742639,0.09709867211337676
origin_t,0.08855358790980425,0.03113691149680722,0.00956084447381552,0.043083781293475655
lla,0.0354289644215369,0.03581519899641956,0.03577395489810159,0.035672706105352676
mun_q_12,0.03367006658188523,0.027049844437852057,0.03994882889675393,0.03355624663883041
y_m,0.03131923064110985,0.032891143129676816,0.02905335576222487,0.03108790984433718
mun_medlp_3,0.026834594418343266,0.03149081025951554,0.023071895444119105,0.027132433373992636
knn_dist_km,0.02819664660974519,0.02323700950167977,0.02235728813790658,0.024596981416443845
x_m,0.024950782127067323,0.024544428697893386,0.02332598459889983,0.024273731807953513
knn_q_sd,0.019650184248891096,0.023206860475053194,0.02444827758604118,0.022435107436661824
property_class=condo,0.021293372848105376,0.021341866816414937,0.02376867674535451,0.02213463880329161
subtype_c=detached,0.019396155656717384,0.02053052583884932,0.021048677311877036,0.020325119602481248
lfa2,0.01404550785407139,0.014039877241635145,0.015031887128635912,0.014372424074780815
mun_n_3,0.015699752690428215,0.013727453415956398,0.011392308615349716,0.013606504907244776
subtype_c=na,0.011031983046035887,0.012371093550830306,0.012381856930851833,0.011928311175906009
reg_q_12,0.008737486565597917,0.015276730133854104,0.011488771709686589,0.01183432946971287
property_class=plex,0.010299450486712755,0.013260828229793312,0.011594495354051987,0.01171825802351935
mun_n_12,0.009962207424715288,0.011143505537352362,0.01286279574255837,0.011322836234875339
genre_c=De plain-pied,0.01100317170746752,0.008682873931893606,0.010054004588714692,0.009913350076025272
reg_q_3,0.007905860087835398,0.007373578888264893,0.005096250336741745,0.0067918964376140105
region_code=06,0.00365407378266531,0.005741074839888361,0.008185997317363027,0.005860381979972233
reg_mom_6_24,0.003972906667816439,0.0069504317335526535,0.0042936050290275805,0.005072314476798891
mun_q_3,0.005333717028718122,0.004812202115712562,0.003543740294526752,0.004563219812985812
mun_mom_6_24,0.003985274914211952,0.004860121253004308,0.004274199674894867,0.004373198614037043
subtype_c=integrated,0.003929265323984558,0.004609921592153724,0.0037859112618178754,0.004108366059318719
mun_vol_ratio,0.007120688666061568,0.002670798484289311,0.0023636471315461546,0.004051711427299012
storeys_c=1,0.003803195563942713,0.004311386531030757,0.0035321395540936873,0.003882240549689052
units_c=1,0.0037922744573515147,0.003940141940735928,0.0037450915774120373,0.00382583599183316
mun_sd_12,0.004654623082331761,0.003139387936956916,0.0028721676420213503,0.0035553928871033427
mun_mom_3_12,0.005430688179097503,0.0029870668111246132,0.0013965815702400802,0.0032714455201540656
reg_mom_3_12,0.006987601530850923,0.0015298742220983413,0.0010607436455757895,0.0031927397995083514
storeys_c=2,0.002833156573748171,0.00252137224021185,0.0020396870842434877,0.002464738632734503
units_c=2,0.002128595196863761,0.0026238008334950563,0.0019964614852974964,0.002249619171885438
units_c=4,0.0017221843813121642,0.00172855870076784,0.0017792071632284732,0.0017433167484361591
property_class=house,0.0016914472530144289,0.001492630468552245,0.0019160833706729143,0.001700053697413196
region_code=03,0.0018357912067611417,0.0018358177688556807,0.0013270149213493738,0.0016662079656553988
genre_c=Unimodulaire,0.0014332220144957623,0.001922307183084327,0.0010583465255607472,0.0014712919077136122
genre_c=unknown,0.0014140411915966582,0.0011943869845327222,0.0017072137041160877,0.001438547293415156
genre_c=À niveaux décalés,0.001546768884615895,0.0011043895407515112,0.0013246570562679128,0.001325271827211773
units_c=3,0.0011507576134742424,0.0011214767614426526,0.0013411836473860494,0.0012044726741009815
subtype_c=row,0.0011372095191324793,0.0010779158054671704,0.0011241136498912243,0.0011130796581636246
region_code=16,0.0012493130329516299,0.0012876588907020207,0.0006485197085727132,0.0010618305440754545
region_code=14,0.001352052097594197,0.0008016208500214113,0.0008638386815160912,0.0010058372097105665
region_code=17,0.0011759270456336995,0.0010005135591789468,0.0008336764804920311,0.0010033723617682258
region_code=12,0.0008300279818945483,0.0015261351136461084,0.0006502567605045072,0.0010021399520150547
subtype_c=semi,0.0007616584028153377,0.0011187888651676156,0.0008557662201139784,0.0009120711626989772
genre_c=À étage mansardé,0.0009988853029561122,0.0008694525412997135,0.0007991870510181217,0.0008891749650913158
region_code=02,0.0010182161235964176,0.0009392015774819076,0.0006661284417652747,0.0008745153809478666
age_missing,0.0007516446097469866,0.0008482687931989118,0.0007166672318293368,0.0007721935449250785
fa_missing,0.000924166457525197,0.0007815010486438855,0.0006011473200186844,0.0007689382753959224
units_c=5,0.0005868714295156574,0.0007267099087499319,0.0006299822747914135,0.0006478545376856676
genre_c=À étages entiers,0.0007739645838561486,0.0004968753759866138,0.0005820616765892431,0.0006176338788106685
storeys_c=3,0.000353020663892232,0.0004969506203435957,0.00045492973768876724,0.00043496700730819834
region_code=07,0.00037438358383266526,0.00042619399089345133,0.00044159160923516174,0.00041405639465375943
region_code=01,0.00038722139106245644,0.0003878772053637723,0.00041632736034119837,0.00039714198558914236
region_code=15,0.00033114148721567885,0.00041476219216510376,0.0002690579688615963,0.00033832054941412636
region_code=05,0.0003955622685314147,0.0002741653531875928,0.0002517569079785103,0.0003071615098991726
region_code=13,0.0002428598913698219,0.0002800833762516706,0.0003652231439021558,0.00029605547050788275
region_code=08,0.00010014471654105812,0.0003029027474389895,0.000393073139493113,0.00026537353449105353
la_missing,0.00007928814633294178,0.00010385106477823037,0.00013249731457658126,0.00010521217522925113
region_code=04,0.00008284717812436338,0.00006579537446519156,0.00009198127930344506,0.00008020794396433334
region_code=11,0.00006803590185752567,0.00007629794051258425,0.000060992644238915106,0.00006844216220300834
region_code=09,0.000021736842216867648,0.00011161316406696207,0.000029355576536366516,0.000054235194273398744
region_code=10,0.000015625408581432224,0.000022025375205095685,0.000060607218203918595,0.00003275266733014883
storeys_c=4,0.0,1.8961525542193358e-6,9.595995149520047e-7,9.519173563904469e-7