LightGbmTrainerBase<TOptions,TOutput,TTransformer,TModel>.OptionsBase.MaximumBinCountPerFeature Field

  • Reference

Definition

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

The maximum number of bins that feature values will be bucketed in.

public int MaximumBinCountPerFeature;
val mutable MaximumBinCountPerFeature : int
Public MaximumBinCountPerFeature As Integer

Field Value

Int32

Remarks

The small number of bins may reduce training accuracy but may increase general power (deal with over-fitting).

Applies to