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    Type Alias NormalisationStrategy

    NormalisationStrategy: "minmax" | "zscore" | "robust"

    Normalisation strategies

    In brief,

    • minmax: Produces values on 0..1 scale. Sensitive to outliers.
    • ``score`: Mean value will be normalised to 0, those on standard deviation 1. Less sensitive to outliers.
    • robust: Does the best job if outliers are expected

    Keep in mind you could also remove outliers from the dataset before using a basic min-max normalisation.

    For more details, see Wikipedia: