Type Alias DroppedFeature

Feature dropped during preprocessing

type DroppedFeature = {
    name?: string;
    reason?:
        | "highly_correlated"
        | "has_target_leakage"
        | "is_date_engineered"
        | "feature_with_low_importance";
}
Index

Properties

name? reason?

Properties

name?: string

Name of dropped feature in the dataset

reason?:
    | "highly_correlated"
    | "has_target_leakage"
    | "is_date_engineered"
    | "feature_with_low_importance"

Reason the feature was dropped

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