ksvmuralidhar commited on
Commit
3361086
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1 Parent(s): ab6f7dc

Update classification_model_monitor.py

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  1. classification_model_monitor.py +1 -0
classification_model_monitor.py CHANGED
@@ -22,6 +22,7 @@ def filter_prediction_data(data: pd.DataFrame):
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  raise Exception("Input Prediction Data frame in None")
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  filtered_prediction_data = data.loc[(data['y_true'].isin(['WEATHER', 'EDUCATION', 'ASTROLOGY', 'OTHERS']) == False) &
 
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  (data['y_true_proba'] > CLASSIFIER_THRESHOLD)].copy()
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  logging.info("Exiting filter_prediction_data()")
 
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  raise Exception("Input Prediction Data frame in None")
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  filtered_prediction_data = data.loc[(data['y_true'].isin(['WEATHER', 'EDUCATION', 'ASTROLOGY', 'OTHERS']) == False) &
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+ (data['y_pred'].isin(['WEATHER', 'EDUCATION', 'ASTROLOGY', 'OTHERS']) == False) &
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  (data['y_true_proba'] > CLASSIFIER_THRESHOLD)].copy()
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  logging.info("Exiting filter_prediction_data()")