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tfmd.proto.metric_pb2.PerformanceMetric

A ProtocolMessage

auc AUC auc
auc_precision_recall AUCPrecisionRecall auc_precision_recall
binary_accuracy BinaryAccuracy binary_accuracy
binary_cross_entropy BinaryCrossEntropy binary_cross_entropy
block_utility BlockUtility block_utility
categorical_accuracy CategoricalAccuracy categorical_accuracy
categorical_cross_entropy CategoricalCrossEntropy categorical_cross_entropy
cosine Cosine cosine
custom_metric CustomMetric custom_metric
hinge Hinge hinge
kullback_leibler_divergence KullbackLeiblerDivergence kullback_leibler_divergence
logistic_regression LogisticRegression logistic_regression
mean_absolute_error MeanAbsoluteError mean_absolute_error
mean_absolute_percentage_error MeanAbsolutePercentageError mean_absolute_percentage_error
mean_reciprocal_rank MeanReciprocalRank mean_reciprocal_rank
mean_squared_logarithmic_error MeanSquaredLogarithmicError mean_squared_logarithmic_error
micro_auc MicroAUC micro_auc
multi_label_cross_entropy MultilabelCrossEntropy multi_label_cross_entropy
poisson Poisson poisson
precision_at_k PrecisionAtK precision_at_k
precision_at_recall PrecisionAtRecall precision_at_recall
recall_at_precision RecallAtPrecision recall_at_precision
sensitivity_at_specificity SensitivityAtSpecificity sensitivity_at_specificity
sparse_top_k_categorical_accuracy SparseTopKCategoricalAccuracy sparse_top_k_categorical_accuracy
specificity_at_sensitivity SpecificityAtSensitivity specificity_at_sensitivity
squared_error MeanSquaredError squared_error
squared_hinge SquaredHinge squared_hinge
top_k_categorical_accuracy TopKCategoricalAccuracy top_k_categorical_accuracy