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Use only continuous variables for Box-Cox transformations

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This commit is contained in:
Alexander Hess 2018-09-03 16:34:14 +02:00
parent fd91de812d
commit 03f0cc812a
3 changed files with 3463 additions and 4254 deletions
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1909
2_pairwise_correlations.ipynb
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data/data_clean_with_transformations.csv
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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", "TotRms AbvGrd (box-cox-0.0)", "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", "Total Bath (box-cox-0.5)", "Year Built"]}
{"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"]}