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- 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
- Utilities 2 0.000686
- Functional 2 0.000686
- BsmtFullBath 2 0.000686
- BsmtFinSF2 1 0.000343
- BsmtFinSF1 1 0.000343
- Exterior2nd 1 0.000343
- BsmtUnfSF 1 0.000343
- TotalBsmtSF 1 0.000343
- Exterior1st 1 0.000343
- SaleType 1 0.000343
- Electrical 1 0.000343
- KitchenQual 1 0.000343
- GarageArea 1 0.000343
- GarageCars 1 0.000343
- Skew in numerical features:
- There are 31 skewed numerical features to Box Cox transform
- AVERAGED MODELS
- RMSLE: 0.1088 (+/- 0.0067)
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