CrossValidationRunDetail<TMetrics> Class

Reference

Definition

Namespace:: Microsoft.ML.AutoML

Assembly:: Microsoft.ML.AutoML.dll

Package:: Microsoft.ML.AutoML v0.21.1

Important

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Details about a cross validation run in an AutoML experiment.

public sealed class CrossValidationRunDetail<TMetrics> : Microsoft.ML.AutoML.RunDetail

type CrossValidationRunDetail<'Metrics> = class
    inherit RunDetail

Public NotInheritable Class CrossValidationRunDetail(Of TMetrics)
Inherits RunDetail

Type Parameters

TMetrics

Metrics type for the run.

Inheritance: Object

RunDetail
CrossValidationRunDetail<TMetrics>

Remarks

Over the course of an experiment, many models are evaluated on a dataset using cross validation. This object contains information about each model evaluated during the AutoML experiment.

Properties

Estimator	An ML.NET IEstimator<TTransformer> that represents the pipeline in this run. (Inherited from RunDetail)
Results	Results for each of the cross validation folds.
RuntimeInSeconds	Runtime in seconds. (Inherited from RunDetail)
TrainerName	String name of the trainer used in this run. (For instance, `"LightGbm"`.) (Inherited from RunDetail)

Applies to