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Feature Importance

nounid 4895·updated May 13, 2026
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Classifications

Entity Type

Unknownauthoritativeglossary_import_default_pending_classifier

Sensitivity

unclassified

Information Class

unclassified

Variants

plural
Feature Importances
possessive
Feature Importance's
pluralpossessive
Feature Importances'

Framework definitions

Comparison of feature importance measures as explanations for classification models1 senseview framework →
§1
how important the feature was for the classification performance of the model; a measure of the individual contribution of the corresponding feature for a particular classifier, regardless of the shape (e.g., linear or nonlinear relationship) or direction of the feature effect

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