Type Alias PreprocessedInsightColumn

Metadata about features/columns from dataset after preprocessing

type PreprocessedInsightColumn = {
    insights: (
        | "is_free_text"
        | "cannot_be_processed_as_free_text"
        | "is_date_engineered"
        | "has_target_leakage"
        | "feature_type_change_invalid"
        | "feature_type_change_failed"
        | "feature_type_change_successful"
        | "data_bias_detected"
        | "representation_bias_detected"
    )[];
    name: string;
    willBeDropped: boolean;
}
Index

Properties

insights name willBeDropped

Properties

insights: (
    | "is_free_text"
    | "cannot_be_processed_as_free_text"
    | "is_date_engineered"
    | "has_target_leakage"
    | "feature_type_change_invalid"
    | "feature_type_change_failed"
    | "feature_type_change_successful"
    | "data_bias_detected"
    | "representation_bias_detected"
)[]

Preliminary list of column/feature insights available after preprocessing but before feature insights are available

name: string
willBeDropped: boolean

Whether this feature insight will be dropped due to free text or high cardinality that makes it less useful

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