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Consider negatively and uncorrelated variables

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Alexander Hess 2018-09-04 23:30:38 +02:00
commit 387a495a80
3 changed files with 82 additions and 26 deletions
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data/correlated_variables.json Normal file
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{"uncorrelated": ["3Ssn Porch", "Bsmt Half Bath", "BsmtFin SF 2", "BsmtFin Type 2", "Exter Cond", "Land Slope", "Low Qual Fin SF", "Misc Val", "Mo Sold", "Pool Area", "Pool QC", "Utilities", "Yr Sold"], "weakly_correlated": ["1st Flr SF", "Bsmt Exposure", "BsmtFin SF 1", "BsmtFin Type 1", "Fireplace Qu", "Fireplaces", "Full Bath", "Garage Area", "Garage Cond", "Garage Finish", "Garage Qual", "Half Bath", "Heating QC", "Lot Shape", "Mas Vnr Area", "Paved Drive", "TotRms AbvGrd", "Total Bsmt SF", "Total Porch SF", "Wood Deck SF", "Year Remod/Add"], "strongly_correlated": ["Bsmt Qual", "Exter Qual", "Garage Cars", "Gr Liv Area", "Kitchen Qual", "Overall Qual", "Total Bath", "Year Built"]}

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data/weakly_and_strongly_correlated_variables.json
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{"weakly_correlated": ["1st Flr SF", "Bsmt Exposure", "BsmtFin SF 1", "BsmtFin Type 1", "Fireplace Qu", "Fireplaces", "Full Bath", "Garage Area", "Garage Cond", "Garage Finish", "Garage Qual", "Half Bath", "Heating QC", "Mas Vnr Area", "Paved Drive", "TotRms AbvGrd", "Total Bsmt SF", "Total Porch SF", "Wood Deck SF", "Year Remod/Add"], "strongly_correlated": ["Bsmt Qual", "Exter Qual", "Garage Cars", "Gr Liv Area", "Kitchen Qual", "Overall Qual", "Total Bath", "Year Built"]}