Classification Evaluation Metrics — Weblinks

18 links

Type

Site

Model Evaluation › Classification Evaluation Metrics 11 terms

Accuracy 1 link

S scikit-learn documentation: Accuracy score Docs

Cohen's Kappa 2 links

E Cohen’s kappa (definition and formula) Ref…
S scikit-learn: cohen_kappa_score documentation Docs

F-beta Score 2 links

S scikit-learn documentation: fbeta_score Docs
E Wikipedia: F-score (including F-beta) Ref…

F1 Score 2 links

S scikit-learn documentation: f1_score Docs
E Wikipedia: F-score (precision/recall harmonic mean) Ref…

False Positive Rate 1 link

E Wikipedia: False positive rate Ref…

Jaccard Index 2 links

E Jaccard index (intersection over union) reference Ref…
S scikit-learn: jaccard_score documentation Docs

Matthews Correlation Coefficient (MCC) 2 links

E Matthews correlation coefficient (background and formula) Ref…
S scikit-learn: matthews_corrcoef documentation Docs

Precision 2 links

E Precision and recall (concept and formulas) Ref…
S scikit-learn: precision_score documentation Docs

Recall (Sensitivity) 2 links

S scikit-learn: recall_score documentation Docs
E Sensitivity and specificity (including recall) Ref…

Specificity 1 link

E Sensitivity and specificity (definitions and confusion-matrix relationships) Ref…

Top-k Accuracy 1 link

S scikit-learn: top_k_accuracy_score documentation Docs

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