Type Alias Feature

A feature (column) from your dataset

type Feature = {
    changeType?: ChangeType;
    dataType?: DataType;
    featureType?: FeatureType;
    include?: boolean;
    name?: string;
    parentFeature?: string;
}
Index

Properties

changeType? dataType? featureType? include? name? parentFeature?

Properties

changeType?: ChangeType

Indicates if you want to change the featureType for this feature within the experiment version

dataType?: DataType

The data type of this feature in your dataset

featureType?: FeatureType

The default feature type based on the feature's data type. If you want a value to be interpreted differently (e.g. 0/1 as categorical/boolean instead of numeric), use changeType.

include?: boolean

Include this feature in your experiment version? Default here is based on insights for this feature (e.g. willBeDropped).

name?: string

Name of the feature column

parentFeature?: string

The parent feature name for engineered features. e.g. OrderDate may be the parent of its engineered features (features extracted from parent) like OrderDate.YEAR, OrderDate.MONTH, etc.

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