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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更新 2023/3/31

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.

引用

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

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作成: R2021b
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バージョン 公開済み リリース ノート
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

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この GitHub アドオンでの問題を表示または報告するには、GitHub リポジトリにアクセスしてください。