Multiclass metrics of a confusion matrix

Given the confusion matrix finds the two or multiclass metrics such as precision, recall, F1-score, and others.
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Mise à jour 31 mars 2023

Introduction

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Given the confusion matrix finds the two or multiclass metrics such as precision, recall, F1-score, etc.

Confusion matrix
prec-recall

Function outputs:

Function Output Description
multiclass_metrics_common Precision
Recall
Accuracy
Specificity
F1score
multiclass_metrics_special Recall
Specificity
Precision
False positive rate
F1score
Matthews correlation coefficient
Kappa

Requirements

MATLAB

Feedback

Please rate and provide feedback for the further improvements.

Citation pour cette source

Preetham Manjunatha (2024). Multiclass metrics of a confusion matrix (https://github.com/preethamam/MultiClassMetrics-ConfusionMatrix/releases/tag/1.2.2), GitHub. Récupéré le .

Compatibilité avec les versions de MATLAB
Créé avec R2021b
Compatible avec toutes les versions
Plateformes compatibles
Windows macOS Linux

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Version Publié le Notes de version
1.2.2.0

See release notes for this release on GitHub: https://github.com/preethamam/MultiClassMetrics-ConfusionMatrix/releases/tag/1.2.2

1.2.1

See release notes for this release on GitHub: https://github.com/preethamam/MultiClassMetrics-ConfusionMatrix/releases/tag/1.2.1

1.2.0

See release notes for this release on GitHub: https://github.com/preethamam/MultiClassMetrics-ConfusionMatrix/releases/tag/1.2.0

1.1.0

See release notes for this release on GitHub: https://github.com/preethamam/MultiClassMetrics-ConfusionMatrix/releases/tag/1.1.0

1.0.0

Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.
Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.