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LdSvmTrainer.Options Class

  • Reference

Definition

Namespace:
Microsoft.ML.Trainers
Assembly:
Microsoft.ML.StandardTrainers.dll
Package:
Microsoft.ML v4.0.1
Package:
Microsoft.ML v1.5.5
Package:
Microsoft.ML v1.6.0
Package:
Microsoft.ML v1.7.0
Package:
Microsoft.ML v2.0.1
Package:
Microsoft.ML v3.0.1
Package:
Microsoft.ML v4.0.0-preview.24522.7
Source:
LdSvmTrainer.cs
Source:
LdSvmTrainer.cs
Source:
LdSvmTrainer.cs
C# 
public sealed class LdSvmTrainer.Options : Microsoft.ML.Trainers.TrainerInputBaseWithWeight
Inheritance
Object
TrainerInputBase
TrainerInputBaseWithLabel
TrainerInputBaseWithWeight
LdSvmTrainer.Options

Constructors

LdSvmTrainer.Options()

Fields

Cache
ExampleWeightColumnName

Column to use for example weight.

(Inherited from TrainerInputBaseWithWeight)
FeatureColumnName

Column to use for features.

(Inherited from TrainerInputBase)
LabelColumnName

Column to use for labels.

(Inherited from TrainerInputBaseWithLabel)
LambdaTheta

Regularizer for kernel parameter Theta
LambdaThetaprime

Regularizer for kernel parameter ThetaPrime
LambdaW

Regularizer for classifier parameter W
NumberOfIterations

Number of iterations
Sigma

Parameter for sigmoid sharpness
TreeDepth

Depth of LDSVM Tree
UseBias

Indicates if we should use Bias or not in our model.

Applies to

Product Versions
ML.NET 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0, Preview, 4.0.0