Feature Importance
nounid
4895·updated May 18, 2026verified
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
MWE
Classifications
Entity Type
Metric72%llm-generatedllm:claude-haiku-4-5
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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Incoming relationships
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