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MissingValueReplacingEstimator.ReplacementMode Enum

  • Reference

Definition

Namespace:
Microsoft.ML.Transforms
Assembly:
Microsoft.ML.Transforms.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

The possible ways to replace missing values.

public enum MissingValueReplacingEstimator.ReplacementMode
type MissingValueReplacingEstimator.ReplacementMode = 
Public Enum MissingValueReplacingEstimator.ReplacementMode
Inheritance
Enum
MissingValueReplacingEstimator.ReplacementMode

Fields

Name Value Description
DefaultValue 0

Replace with the default value of the column based on its type.
Mean 1

Replace with the mean value of the column.
Minimum 2

Replace with the minimum value of the column.
Maximum 3

Replace with the maximum value of the column.
Mode 5

Replace with the most frequent value of the column.

Applies to