Created
July 24, 2020 07:46
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top K categorical accuracy for numpy arrays (sklearn predict_proba outputs)
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| import numpy as np | |
| def top_k_categorical_accuracy(y_true, y_pred_proba, k=1): | |
| return np.equal(np.argsort(y_pred_proba)[:, -k:], y_true[:, None]).any(axis=1).mean() |
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