TeX 62.3%
Python 37.6%
1origin,feature,mean_abs_shap22023-03,lfa,0.1386912127549689332023-03,lfa2,0.0140455078540713942023-03,lla,0.035428964421536952023-03,age_f,0.1002497253902984362023-03,fa_missing,0.00092416645752519772023-03,la_missing,0.0000792881463329417882023-03,age_missing,0.000751644609746986692023-03,x_m,0.024950782127067323102023-03,y_m,0.03131923064110985112023-03,mun_medlp_3,0.026834594418343266122023-03,mun_q_3,0.005333717028718122132023-03,mun_q_12,0.03367006658188523142023-03,mun_n_3,0.015699752690428215152023-03,mun_n_12,0.009962207424715288162023-03,mun_sd_12,0.004654623082331761172023-03,mun_mom_3_12,0.005430688179097503182023-03,mun_mom_6_24,0.003985274914211952192023-03,mun_vol_ratio,0.007120688666061568202023-03,reg_q_3,0.007905860087835398212023-03,reg_q_12,0.008737486565597917222023-03,reg_mom_3_12,0.006987601530850923232023-03,reg_mom_6_24,0.003972906667816439242023-03,knn_q,0.232199520441052252023-03,knn_dist_km,0.02819664660974519262023-03,knn_q_sd,0.019650184248891096272023-03,origin_t,0.08855358790980425282023-03,property_class=condo,0.021293372848105376292023-03,property_class=house,0.0016914472530144289302023-03,property_class=plex,0.010299450486712755312023-03,subtype_c=detached,0.019396155656717384322023-03,subtype_c=integrated,0.003929265323984558332023-03,subtype_c=na,0.011031983046035887342023-03,subtype_c=row,0.0011372095191324793352023-03,subtype_c=semi,0.0007616584028153377362023-03,genre_c=De plain-pied,0.01100317170746752372023-03,genre_c=Unimodulaire,0.0014332220144957623382023-03,genre_c=unknown,0.0014140411915966582392023-03,genre_c=À niveaux décalés,0.001546768884615895402023-03,genre_c=À étage mansardé,0.0009988853029561122412023-03,genre_c=À étages entiers,0.0007739645838561486422023-03,storeys_c=1,0.003803195563942713432023-03,storeys_c=2,0.002833156573748171442023-03,storeys_c=3,0.000353020663892232452023-03,storeys_c=4,0.0462023-03,units_c=1,0.0037922744573515147472023-03,units_c=2,0.002128595196863761482023-03,units_c=3,0.0011507576134742424492023-03,units_c=4,0.0017221843813121642502023-03,units_c=5,0.0005868714295156574512023-03,region_code=01,0.00038722139106245644522023-03,region_code=02,0.0010182161235964176532023-03,region_code=03,0.0018357912067611417542023-03,region_code=04,0.00008284717812436338552023-03,region_code=05,0.0003955622685314147562023-03,region_code=06,0.00365407378266531572023-03,region_code=07,0.00037438358383266526582023-03,region_code=08,0.00010014471654105812592023-03,region_code=09,0.000021736842216867648602023-03,region_code=10,0.000015625408581432224612023-03,region_code=11,0.00006803590185752567622023-03,region_code=12,0.0008300279818945483632023-03,region_code=13,0.0002428598913698219642023-03,region_code=14,0.001352052097594197652023-03,region_code=15,0.00033114148721567885662023-03,region_code=16,0.0012493130329516299672023-03,region_code=17,0.0011759270456336995682024-03,lfa,0.13989295211400044692024-03,lfa2,0.014039877241635145702024-03,lla,0.03581519899641956712024-03,age_f,0.0976621583824055722024-03,fa_missing,0.0007815010486438855732024-03,la_missing,0.00010385106477823037742024-03,age_missing,0.0008482687931989118752024-03,x_m,0.024544428697893386762024-03,y_m,0.032891143129676816772024-03,mun_medlp_3,0.03149081025951554782024-03,mun_q_3,0.004812202115712562792024-03,mun_q_12,0.027049844437852057802024-03,mun_n_3,0.013727453415956398812024-03,mun_n_12,0.011143505537352362822024-03,mun_sd_12,0.003139387936956916832024-03,mun_mom_3_12,0.0029870668111246132842024-03,mun_mom_6_24,0.004860121253004308852024-03,mun_vol_ratio,0.002670798484289311862024-03,reg_q_3,0.007373578888264893872024-03,reg_q_12,0.015276730133854104882024-03,reg_mom_3_12,0.0015298742220983413892024-03,reg_mom_6_24,0.0069504317335526535902024-03,knn_q,0.21557304708049005912024-03,knn_dist_km,0.02323700950167977922024-03,knn_q_sd,0.023206860475053194932024-03,origin_t,0.03113691149680722942024-03,property_class=condo,0.021341866816414937952024-03,property_class=house,0.001492630468552245962024-03,property_class=plex,0.013260828229793312972024-03,subtype_c=detached,0.02053052583884932982024-03,subtype_c=integrated,0.004609921592153724992024-03,subtype_c=na,0.0123710935508303061002024-03,subtype_c=row,0.00107791580546717041012024-03,subtype_c=semi,0.00111878886516761561022024-03,genre_c=De plain-pied,0.0086828739318936061032024-03,genre_c=Unimodulaire,0.0019223071830843271042024-03,genre_c=unknown,0.00119438698453272221052024-03,genre_c=À niveaux décalés,0.00110438954075151121062024-03,genre_c=À étage mansardé,0.00086945254129971351072024-03,genre_c=À étages entiers,0.00049687537598661381082024-03,storeys_c=1,0.0043113865310307571092024-03,storeys_c=2,0.002521372240211851102024-03,storeys_c=3,0.00049695062034359571112024-03,storeys_c=4,1.8961525542193358e-61122024-03,units_c=1,0.0039401419407359281132024-03,units_c=2,0.00262380083349505631142024-03,units_c=3,0.00112147676144265261152024-03,units_c=4,0.001728558700767841162024-03,units_c=5,0.00072670990874993191172024-03,region_code=01,0.00038787720536377231182024-03,region_code=02,0.00093920157748190761192024-03,region_code=03,0.00183581776885568071202024-03,region_code=04,0.000065795374465191561212024-03,region_code=05,0.00027416535318759281222024-03,region_code=06,0.0057410748398883611232024-03,region_code=07,0.000426193990893451331242024-03,region_code=08,0.00030290274743898951252024-03,region_code=09,0.000111613164066962071262024-03,region_code=10,0.0000220253752050956851272024-03,region_code=11,0.000076297940512584251282024-03,region_code=12,0.00152613511364610841292024-03,region_code=13,0.00028008337625167061302024-03,region_code=14,0.00080162085002141131312024-03,region_code=15,0.000414762192165103761322024-03,region_code=16,0.00128765889070202071332024-03,region_code=17,0.00100051355917894681342025-03,lfa,0.14056914856690511352025-03,lfa2,0.0150318871286359121362025-03,lla,0.035773954898101591372025-03,age_f,0.093384132567426391382025-03,fa_missing,0.00060114732001868441392025-03,la_missing,0.000132497314576581261402025-03,age_missing,0.00071666723182933681412025-03,x_m,0.023325984598899831422025-03,y_m,0.029053355762224871432025-03,mun_medlp_3,0.0230718954441191051442025-03,mun_q_3,0.0035437402945267521452025-03,mun_q_12,0.039948828896753931462025-03,mun_n_3,0.0113923086153497161472025-03,mun_n_12,0.012862795742558371482025-03,mun_sd_12,0.00287216764202135031492025-03,mun_mom_3_12,0.00139658157024008021502025-03,mun_mom_6_24,0.0042741996748948671512025-03,mun_vol_ratio,0.00236364713154615461522025-03,reg_q_3,0.0050962503367417451532025-03,reg_q_12,0.0114887717096865891542025-03,reg_mom_3_12,0.00106074364557578951552025-03,reg_mom_6_24,0.00429360502902758051562025-03,knn_q,0.207983436635612061572025-03,knn_dist_km,0.022357288137906581582025-03,knn_q_sd,0.024448277586041181592025-03,origin_t,0.009560844473815521602025-03,property_class=condo,0.023768676745354511612025-03,property_class=house,0.00191608337067291431622025-03,property_class=plex,0.0115944953540519871632025-03,subtype_c=detached,0.0210486773118770361642025-03,subtype_c=integrated,0.00378591126181787541652025-03,subtype_c=na,0.0123818569308518331662025-03,subtype_c=row,0.00112411364989122431672025-03,subtype_c=semi,0.00085576622011397841682025-03,genre_c=De plain-pied,0.0100540045887146921692025-03,genre_c=Unimodulaire,0.00105834652556074721702025-03,genre_c=unknown,0.00170721370411608771712025-03,genre_c=À niveaux décalés,0.00132465705626791281722025-03,genre_c=À étage mansardé,0.00079918705101812171732025-03,genre_c=À étages entiers,0.00058206167658924311742025-03,storeys_c=1,0.00353213955409368731752025-03,storeys_c=2,0.00203968708424348771762025-03,storeys_c=3,0.000454929737688767241772025-03,storeys_c=4,9.595995149520047e-71782025-03,units_c=1,0.00374509157741203731792025-03,units_c=2,0.00199646148529749641802025-03,units_c=3,0.00134118364738604941812025-03,units_c=4,0.00177920716322847321822025-03,units_c=5,0.00062998227479141351832025-03,region_code=01,0.000416327360341198371842025-03,region_code=02,0.00066612844176527471852025-03,region_code=03,0.00132701492134937381862025-03,region_code=04,0.000091981279303445061872025-03,region_code=05,0.00025175690797851031882025-03,region_code=06,0.0081859973173630271892025-03,region_code=07,0.000441591609235161741902025-03,region_code=08,0.0003930731394931131912025-03,region_code=09,0.0000293555765363665161922025-03,region_code=10,0.0000606072182039185951932025-03,region_code=11,0.0000609926442389151061942025-03,region_code=12,0.00065025676050450721952025-03,region_code=13,0.00036522314390215581962025-03,region_code=14,0.00086383868151609121972025-03,region_code=15,0.00026905796886159631982025-03,region_code=16,0.00064851970857271321992025-03,region_code=17,0.0008336764804920311200