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Shafeek Saleem commited on
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242e222
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1 Parent(s): 289ef57

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Files changed (1) hide show
  1. pages/3_Training the Model.py +1 -0
pages/3_Training the Model.py CHANGED
@@ -62,6 +62,7 @@ def create_model_inputs(data, lag, mean_period, target_variable):
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  X['WindGustDir'] = label_encoder.fit_transform(X['WindGustDir'])
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  X['WindDir9am'] = label_encoder.fit_transform(X['WindDir9am'])
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  X['WindDir3pm'] = label_encoder.fit_transform(X['WindDir3pm'])
 
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  # X = pd.get_dummies(X, columns=['Location', 'WindGustDir', 'WindDir9am', 'WindDir3pm'])
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  y = df_processed[target_variable + "Tomorrow"].loc[X.index]
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  X['WindGustDir'] = label_encoder.fit_transform(X['WindGustDir'])
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  X['WindDir9am'] = label_encoder.fit_transform(X['WindDir9am'])
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  X['WindDir3pm'] = label_encoder.fit_transform(X['WindDir3pm'])
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+ X.drop(X.index[-1], inplace=True)
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  # X = pd.get_dummies(X, columns=['Location', 'WindGustDir', 'WindDir9am', 'WindDir3pm'])
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  y = df_processed[target_variable + "Tomorrow"].loc[X.index]
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