Metric

abstract class Metric(reductionType: ReductionType)

Basic interface for all metric functions.

Constructors

Metric

fun Metric(reductionType: ReductionType)

apply

abstract fun apply(tf: Ops, yPred: Operand<Float>, yTrue: Operand<Float>, numberOfLabels: Operand<Float>?): Operand<Float>

Applies Metric to the yPred labels predicted by the model and known yTrue hidden during training.

reductionType

Reduction type. Should be defined in subclass

Accuracy

MSE

MAE

MAPE

MSLE