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andrzej 2020-05-11 13:45:21 +02:00
parent cda73609f7
commit c781418f2b
1 changed files with 0 additions and 1 deletions
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package_location_classifier/classifier.py
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@ -49,7 +49,6 @@ class PackageLocationClassifier():
evaluation = pd.DataFrame({'category': testset.category, 'temperature': testset.temperature , 'humid': testset.humidity ,'Actual': test_y, 'Predicted': y_pred})
evaluation = evaluation.round({'Actual': 3, 'Predicted': 3})
evaluation['Prediction_diff'] = abs(evaluation['Actual'] - evaluation['Predicted'])
evaluation.to_excel("Test_resultsv2.xlsx")
print("Prediction differs from actual value by average {}".format(round(evaluation['Prediction_diff'].mean(), 2)))
# export_graphviz(clf, out_file=data, filled=True, rounded=True, special_characters=True, feature_names=dummies_names)
# graph = pydotplus.graph_from_dot_data(data.getvalue())