Tensorflow回歸與分類該用的指標

Keras Regression Metrics

•Mean Squared Error: mean_squared_error, MSE or mse

•Mean Absolute Error: mean_absolute_error, MAE, mae

•Mean Absolute Percentage Error: mean_absolute_percentage_error, MAPE, mape

•Cosine Proximity: cosine_proximity, cosine

Keras Classification Metrics

•Binary Accuracy: binary_accuracy, acc

•Categorical Accuracy: categorical_accuracy, acc

•Sparse Categorical Accuracy: sparse_categorical_accuracy

•Top k Categorical Accuracy: top_k_categorical_accuracy (requires you specify a k parameter)

•Sparse Top k Categorical Accuracy: sparse_top_k_categorical_accuracy (requires you specify a k parameter)