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CoefficientStatistics Class

  • Reference

Definition

Namespace:
Microsoft.ML.Trainers
Assembly:
Microsoft.ML.StandardTrainers.dll
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v1.0.0
Package:
Microsoft.ML v1.1.0
Package:
Microsoft.ML v1.2.0
Package:
Microsoft.ML v1.3.1
Package:
Microsoft.ML v1.4.0
Package:
Microsoft.ML v1.5.5
Package:
Microsoft.ML v1.6.0
Package:
Microsoft.ML v1.7.0
Package:
Microsoft.ML v2.0.0

Represents a coefficient statistics object containing statistics about the calculated model parameters.

public sealed class CoefficientStatistics
type CoefficientStatistics = class
Public NotInheritable Class CoefficientStatistics
Inheritance
Object
CoefficientStatistics

Fields

Estimate

The model parameter (bias of weight) for which the statistics are generated.
Index

The index of the feature, in the Features vector, to which this model parameter (bias of weight) corresponds to.
PValue

The probability value of the estimate of this model parameter (bias of weight).
StandardError

The standard deviation of the estimate of this model parameter (bias of weight).
ZScore

The standard score of the estimate of this model parameter (bias of weight). Quantifies by how much the estimate is above or below the mean.

Applies to