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Wann-Jiun/nycdsa_p4_y_final.py

Created January 20, 2017 01:20
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nycdsa_p4_y_final.py
y_final = (1*np.ravel(y_test_pred_xgb) + 1*np.ravel(y_test_pred_kridge) + 1*np.ravel(y_test_pred_lasso))/3
y_final.shape
y_pred = np.exp(y_final)
# Final Conversion.
output_file = 'xgboost_lasso_kridge_weights_1_1_1'
final_file = '0108_'+ output_file +'.csv'
pred_df = pd.DataFrame(y_pred, index=test_df["Id"], columns=["SalePrice"])
pred_df.shape
pred_df.to_csv(path+final_file, header=True, index_label='Id')
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