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Update app.py
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app.py
CHANGED
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@@ -294,8 +294,13 @@ def process_dataframe(df):
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df_pred_2['Makable_Predicted'] = pd.DataFrame(np.expm1(makable_model_2.predict(df_pred_2)), columns=["Predicted"])
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print(df_pred_2.columns)
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df_pred_main['Makable_Diff'] = df_pred_main['EngAmt'] - df_pred_main['Makable_Predicted']
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# Fill NaN or missing values in prediction columns
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# df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']] = df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']].fillna("-")
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df_pred_2['Makable_Predicted'] = pd.DataFrame(np.expm1(makable_model_2.predict(df_pred_2)), columns=["Predicted"])
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print(df_pred_2.columns)
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# Concatenate the DataFrames row-wise
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df_pred_main = pd.concat([df_pred_0, df_pred_1, df_pred_2], ignore_index=True)
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# df_pred_main = pd.concat([df_pred_0, df_pred_1, df_pred_2])
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print("df_pred_main------------->", df_pred_main.columns)
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df_pred_main['Makable_Diff'] = df_pred_main['EngAmt'] - df_pred_main['Makable_Predicted']
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print("df_pred_main------------->", df_pred_main.columns)
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# Fill NaN or missing values in prediction columns
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# df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']] = df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']].fillna("-")
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