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cm =cm.astype('float') | |
#cm_normalized = cm.astype('float') / cm.sum(axis=1)[:, np.newaxis] | |
precision = np.divide(np.diagonal(cm), (np.sum(cm, axis=0) )) | |
print(precision) | |
print('min precision', min(precision), 'index', np.argmin(precision)) | |
print('max precision', max(precision), 'index',np.argmax(precision)) | |
recall = np.divide(np.diagonal(cm), (np.sum(cm, axis=1) )) | |
print(recall) | |
print('min recall', min(recall), 'index', np.argmin(recall)) | |
print('max recall', max(recall), 'index', np.argmax(recall)) |
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