Jeffries-Matusita Distance
バージョン 1.0.0 (2.37 KB) 作成者:
ASWIN SEKHAR C S
The Jeffries-Matusita distance function computes class separability between two sets of data based on their probability distributions.
The Jeffries-Matusita Distance function computes the statistical measure of dissimilarity or separability between two sets of data based on their probability distributions. It is particularly useful in classification tasks to assess the separation between classes or the discriminative power of features. This distance measure ranges from 0 (indicating maximum overlap or similarity) to sqrt(2) (indicating complete separation). The function can help users evaluate the effectiveness of feature selection or dimensionality reduction techniques in enhancing class separability.
引用
ASWIN SEKHAR C S (2024). Jeffries-Matusita Distance (https://www.mathworks.com/matlabcentral/fileexchange/159828-jeffries-matusita-distance), MATLAB Central File Exchange. 取得済み .
MATLAB リリースの互換性
作成:
R2023b
すべてのリリースと互換性あり
プラットフォームの互換性
Windows macOS Linuxタグ
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!バージョン | 公開済み | リリース ノート | |
---|---|---|---|
1.0.0 |