house-prices-tabular-models / feature_importance.csv
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v3: add SHAP + Captum IG interpretability artefacts
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,catboost,xgboost
LotArea,0.0299558890709282,0.018735945224761963
YearBuilt,0.009944529413332888,0.011890393681824207
YearRemodAdd,0.03808294250943824,0.02543613314628601
TotalBsmtSF,0.00612565957775995,0.005671687424182892
1stFlrSF,0.0177018573042125,0.005975295789539814
2ndFlrSF,0.006153301136166478,0.006476496811956167
GrLivArea,0.042954046634248746,0.03230186924338341
FullBath,0.004621338428952026,0.0021380428224802017
BedroomAbvGr,0.004002707512544635,0.005364640150219202
TotRmsAbvGrd,0.005516047312148908,0.002059247111901641
GarageCars,0.021077496363544362,0.01970186084508896
GarageArea,0.01672833192315018,0.011155343614518642
OverallQual,0.04304413355254438,0.10281679779291153
OverallCond,0.027940178417433383,0.0248036477714777
TotalSF,0.09628637381758418,0.13827185332775116
HouseAge,0.02171022194904836,0.02106185257434845
MSZoning,0.022420450976467183,0.00972825102508068
Street,0.002728593016693207,4.0004691982176155e-05
LotShape,0.006271055566533644,0.002093958668410778
Neighborhood,0.0,0.009759566746652126
BldgType,0.005452511822146627,0.006014882121235132
HouseStyle,0.0,0.006607345771044493
RoofStyle,0.0017120094213143252,0.0005743123474530876
ExterQual,0.007995776226058742,0.00540172029286623
Foundation,0.005492159211350321,0.0005980093847028911
Heating,0.00589738071852314,0.0001287364138988778
CentralAir,0.012354306219268222,0.0036354013718664646
KitchenQual,0.02836237118000965,0.011459688656032085
SaleType,0.0,0.0019649819005280733
SaleCondition,0.012806486390969712,0.0067738075740635395