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jovianlin/best_classifier_selector.py

Created November 9, 2016 07:27
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Best Classifier Selector
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best_classifier_selector.py
# Snippet for identifying the best classifier from svm, per, KNN based on their respective (accuracy) scores.
idx = np.argmax([svm_accuracy, per_accuracy, knn_accuracy])
classifiers = {0: 'SVM', 1: 'Perceptron', 2: 'KNN'}
print('Best classifier is {}'.format(classifiers[idx]))
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