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feature selection tool  (MathWorks Inc)


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    MathWorks Inc feature selection tool
    Feature Selection Tool, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/feature selection tool/product/MathWorks Inc
    Average 90 stars, based on 1 article reviews
    feature selection tool - by Bioz Stars, 2026-03
    90/100 stars

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    Confusion matrices obtained by SVM classification of the best features selected by mRMR feature selection method (train rate: 0.8, test rate: 0.2): a the top 1000 features b the top 700 features c the top 500 features d the top 300 features, e the top 100 features

    Journal: Health Information Science and Systems

    Article Title: Automatic detection of gastrointestinal system abnormalities using deep learning-based segmentation and classification methods

    doi: 10.1007/s13755-025-00354-6

    Figure Lengend Snippet: Confusion matrices obtained by SVM classification of the best features selected by mRMR feature selection method (train rate: 0.8, test rate: 0.2): a the top 1000 features b the top 700 features c the top 500 features d the top 300 features, e the top 100 features

    Article Snippet: The algorithm ranks each feature and evaluates their relationships, defining less important features as “redundant” and significant ones as “relevant.” This process was carried out using MATLAB’s Feature Selection Methods tool.

    Techniques: Selection

    Confusion matrices obtained by SVM classification of the best features selected by mRMR feature selection method (cross validation/k = 5): a the top 1000 features b the top 700 features c the top 500 features d the top 300 features, e the top 100 features

    Journal: Health Information Science and Systems

    Article Title: Automatic detection of gastrointestinal system abnormalities using deep learning-based segmentation and classification methods

    doi: 10.1007/s13755-025-00354-6

    Figure Lengend Snippet: Confusion matrices obtained by SVM classification of the best features selected by mRMR feature selection method (cross validation/k = 5): a the top 1000 features b the top 700 features c the top 500 features d the top 300 features, e the top 100 features

    Article Snippet: The algorithm ranks each feature and evaluates their relationships, defining less important features as “redundant” and significant ones as “relevant.” This process was carried out using MATLAB’s Feature Selection Methods tool.

    Techniques: Selection, Biomarker Discovery