Update classification_model_monitor.py
Browse files
classification_model_monitor.py
CHANGED
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@@ -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()")
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