ai_platform_regression/house_price/model/model.json

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2022-12-07 10:43:52 +08:00
{"learner":{"attributes":{"best_iteration":"364","best_ntree_limit":"365","best_score":"0.09289576038378014"},"feature_names":["MSSubClass","LotArea","OverallQual","OverallCond","YearBuilt","YearRemodAdd","MasVnrArea","BsmtFinSF1","BsmtFinSF2","BsmtUnfSF","TotalBsmtSF","1stFlrSF","2ndFlrSF","LowQualFinSF","GrLivArea","BsmtFullBath","BsmtHalfBath","FullBath","HalfBath","BedroomAbvGr","KitchenAbvGr","TotRmsAbvGrd","Fireplaces","GarageYrBlt","GarageCars","GarageArea","WoodDeckSF","OpenPorchSF","EnclosedPorch","3SsnPorch","ScreenPorch","PoolArea","MiscVal","MoSold","YrSold","MSZoning_C (all)","MSZoning_FV","MSZoning_RH","MSZoning_RL","MSZoning_RM","Street_Grvl","Street_Pave","LotShape_IR1","LotShape_IR2","LotShape_IR3","LotShape_Reg","LandContour_Bnk","LandContour_HLS","LandContour_Low","LandContour_Lvl","Utilities_AllPub","Utilities_NoSeWa","LotConfig_Corner","LotConfig_CulDSac","LotConfig_FR2","LotConfig_FR3","LotConfig_Inside","LandSlope_Gtl","LandSlope_Mod","LandSlope_Sev","Neighborhood_Blmngtn","Neighborhood_Blueste","Neighborhood_BrDale","Neighborhood_BrkSide","Neighborhood_ClearCr","Neighborhood_CollgCr","Neighborhood_Crawfor","Neighborhood_Edwards","Neighborhood_Gilbert","Neighborhood_IDOTRR","Neighborhood_MeadowV","Neighborhood_Mitchel","Neighborhood_NAmes","Neighborhood_NPkVill","Neighborhood_NWAmes","Neighborhood_NoRidge","Neighborhood_NridgHt","Neighborhood_OldTown","Neighborhood_SWISU","Neighborhood_Sawyer","Neighborhood_SawyerW","Neighborhood_Somerst","Neighborhood_StoneBr","Neighborhood_Timber","Neighborhood_Veenker","Condition1_Artery","Condition1_Feedr","Condition1_Norm","Condition1_PosA","Condition1_PosN","Condition1_RRAe","Condition1_RRAn","Condition1_RRNe","Condition1_RRNn","Condition2_Artery","Condition2_Feedr","Condition2_Norm","Condition2_PosA","Condition2_PosN","Condition2_RRAe","Condition2_RRAn","Condition2_RRNn","BldgType_1Fam","BldgType_2fmCon","BldgType_Duplex","BldgType_Twnhs","BldgType_TwnhsE","HouseStyle_1.5Fin","HouseStyle_1.5Unf","HouseStyle_1Story","HouseStyle_2.5Fin","HouseStyle_2.5Unf","HouseStyle_2Story","HouseStyle_SFoyer","HouseStyle_SLvl","RoofStyle_Flat","RoofStyle_Gable","RoofStyle_Gambrel","RoofStyle_Hip","RoofStyle_Mansard","RoofStyle_Shed","RoofMatl_CompShg","RoofMatl_Membran","RoofMatl_Metal","RoofMatl_Roll","RoofMatl_Tar&Grv","RoofMatl_WdShake","RoofMatl_WdShngl","Exterior1st_AsbShng","Exterior1st_AsphShn","Exterior1st_BrkComm","Exterior1st_BrkFace","Exterior1st_CBlock","Exterior1st_CemntBd","Exterior1st_HdBoard","Exterior1st_ImStucc","Exterior1st_MetalSd","Exterior1st_Plywood","Exterior1st_Stone","Exterior1st_Stucco","Exterior1st_VinylSd","Exterior1st_Wd Sdng","Exterior1st_WdShing","Exterior2nd_AsbShng","Exterior2nd_AsphShn","Exterior2nd_Brk Cmn","Exterior2nd_BrkFace","Exterior2nd_CBlock","Exterior2nd_CmentBd","Exterior2nd_HdBoard","Exterior2nd_ImStucc","Exterior2nd_MetalSd","Exterior2nd_Other","Exterior2nd_Plywood","Exterior2nd_Stone","Exterior2nd_Stucco","Exterior2nd_VinylSd","Exterior2nd_Wd Sdng","Exterior2nd_Wd Shng","MasVnrType_BrkCmn","MasVnrType_BrkFace","MasVnrType_None","MasVnrType_Stone","ExterQual_Ex","ExterQual_Fa","ExterQual_Gd","ExterQual_TA","ExterCond_Ex","ExterCond_Fa","ExterCond_Gd","ExterCond_Po","ExterCond_TA","Foundation_BrkTil","Foundation_CBlock","Foundation_PConc","Foundation_Slab","Foundation_Stone","Foundation_Wood","BsmtQual_Ex","BsmtQual_Fa","BsmtQual_Gd","BsmtQual_None","BsmtQual_TA","BsmtCond_Fa","BsmtCond_Gd","BsmtCond_None","BsmtCond_Po","BsmtCond_TA","BsmtExposure_Av","BsmtExposure_Gd","BsmtExposure_Mn","BsmtExposure_No","BsmtExposure_None","BsmtFinType1_ALQ","BsmtFinType1_BLQ","BsmtFinType1_GLQ","BsmtFinType1_LwQ","BsmtFinType1_None","BsmtFinType1_Rec","BsmtFinType1_Unf","BsmtFinType2_ALQ","BsmtFinType2_BLQ","BsmtFinType2_GLQ","BsmtFinType2_LwQ","BsmtFinType2_None","BsmtFinType2_Rec","BsmtFinType2_Unf","Heating_Floor","Heating_GasA","Heating_GasW","Heating_Grav","Heating_OthW","Heating_Wall","HeatingQC_Ex","HeatingQC_Fa","HeatingQC_Gd","HeatingQC_Po","HeatingQC_TA","CentralAir_N","CentralAir_Y","Electrical_FuseA","Electrical_FuseF","Electrical