Class BaseMetric

A metric is a function that is used to judge the performance of your model. Metric functions are to be supplied in the metrics parameter when a model is compiled.

Inheritance

System.Object

BaseMetric

Namespace: SiaNet.Metrics

Assembly: SiaNet.dll

Syntax

public abstract class BaseMetric

Constructors

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BaseMetric(String)

Initializes a new instance of the BaseMetric class.

Declaration

public BaseMetric(string name)

Parameters

Type	Name	Description
System.String	name	The name.

Properties

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Name

Gets or sets the name of the metrics.

Declaration

public string Name { get; set; }

Property Value

Type	Description
System.String	The name.

Methods

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Calc(Tensor, Tensor)

Calculates the metric with predicted and true values.

Declaration

public abstract Tensor Calc(Tensor preds, Tensor labels)

Parameters

Type	Name	Description
Tensor	preds	The predicted value.
Tensor	labels	The true value.

Returns

Type	Description
Tensor