Created
March 20, 2022 17:57
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| oh_encoder = OneHotEncoder(handle_unknown='ignore', sparse=False) | |
| oh_cols_train = pd.DataFrame(oh_encoder.fit_transform(X_train[unordered_columns])) | |
| oh_cols_valid = pd.DataFrame(oh_encoder.transform(X_valid[unordered_columns])) | |
| # One-hot encoding removed index; put it back | |
| oh_cols_train.index = X_train.index | |
| oh_cols_valid.index = X_valid.index |
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