mu = 12.02 and sigma = 0.40 Total Percent PoolQC 2908 0.996915 MiscFeature 2812 0.964004 Alley 2719 0.932122 Fence 2346 0.804251 FireplaceQu 1420 0.486802 LotFrontage 486 0.166610 GarageCond 159 0.054508 GarageQual 159 0.054508 GarageYrBlt 159 0.054508 GarageFinish 159 0.054508 GarageType 157 0.053822 BsmtCond 82 0.028111 BsmtExposure 82 0.028111 BsmtQual 81 0.027768 BsmtFinType2 80 0.027425 BsmtFinType1 79 0.027083 MasVnrType 24 0.008228 MasVnrArea 23 0.007885 MSZoning 4 0.001371 BsmtHalfBath 2 0.000686 Functional 2 0.000686 BsmtFullBath 2 0.000686 BsmtFinSF2 1 0.000343 BsmtUnfSF 1 0.000343 BsmtFinSF1 1 0.000343 Exterior2nd 1 0.000343 TotalBsmtSF 1 0.000343 Exterior1st 1 0.000343 SaleType 1 0.000343 Electrical 1 0.000343 KitchenQual 1 0.000343 GarageCars 1 0.000343 GarageArea 1 0.000343 Skew in numerical features: Skew MiscVal 21.939672 PoolArea 17.688664 LotArea 13.109495 LowQualFinSF 12.084539 3SsnPorch 11.372080 BsmtFinSF2 4.144503 EnclosedPorch 4.002344 ScreenPorch 3.945101 BsmtHalfBath 3.929996 MasVnrArea 2.610847 ElasticNetCV(alphas=[0.0001, 0.0005, 0.001, 0.01, 0.1, 1, 10], copy_X=True, cv=None, eps=0.001, fit_intercept=True, l1_ratio=[0.01, 0.1, 0.5, 0.9, 0.99], max_iter=5000, n_alphas=100, n_jobs=1, normalize=False, positive=False, precompute='auto', random_state=None, selection='cyclic', tol=0.0001, verbose=0) R2: 0.934610448888773 RMSE: 0.0970547802317818 RMSLE: 0.007557294382084968 Test R2: 0.9242992488043092 RMSE: 0.10761684375977575 RMSLE: 0.008467978416912169 Accuracy: 0.92 (+/- 0.02)