Enum ImputationStrategy

Namespace

AiDotNet.Preprocessing.Imputers

Assembly

AiDotNet.dll

Specifies the strategy for imputing missing values.

public enum ImputationStrategy

Fields

Constant = 3

Replace missing values with a constant value.

Mean = 0

Replace missing values with the mean of each feature.

Median = 1

Replace missing values with the median of each feature.

MostFrequent = 2

Replace missing values with the most frequent value of each feature.