WeightedAverageEnsemble3

WeightedAverageEnsemble3.py

##### AVERAGE
average_pred = (XGB_pred+
                KNN_pred+
                MLPC_pred+
                RandomForest_pred+
                DecisionTree_pred)/5

#make submission table
FiveModelAveragePrediction = pd.DataFrame(
  {'QuoteNumber':df, 
   'QuoteConversion_Flag':average_pred})

FiveModelAveragePrediction.to_csv('FiveModelAveragePrediction1.csv',
                                  index=False)

##### WEIGHTED AVERAGE
weighted_average = (0.3*XGB_pred+
                    0.2*DecisionTree_pred+
                    0.2*RandomForest_pred+
                    0.15*MLPC_pred+
                    0.15*KNN_pred)

#make submission table
WeightedAveragePrediction = pd.DataFrame(
  {'QuoteNumber':df, 
   'QuoteConversion_Flag':weighted_average})

WeightedAveragePrediction.to_csv('WeightedAveragePrediction1.csv',
                                 index=False)