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forest rf classifier  (MathWorks Inc)


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    MathWorks Inc forest rf classifier
    Forest Rf Classifier, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 2255 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/the+rf+classifier/Statistics+and+Machine+Learning+Toolbox/pm39000981-229-6-20
    Average 96 stars, based on 2255 article reviews
    forest rf classifier - by Bioz Stars, 2026-09
    96/100 stars

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    other:

    Article Title: Validation of a new data-driven automated algorithm for muscular activity detection in REM sleep behavior disorder.
    Article Snippet: The RF classifier has been implemented in Matlab with the built-in function fitcensemble (Mathworks, 2018a).



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    Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus pneumoniae genetic variation*

    Journal: Emerging Infectious Diseases

    Article Title: Disease-Associated Streptococcus pneumoniae Genetic Variation

    doi: 10.3201/eid3001.221927

    Figure Lengend Snippet: Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus pneumoniae genetic variation*

    Article Snippet: For the additional validation analysis that used the best RF classifier k-mer (in srtG1 ), 2 independent datasets of S. pneumoniae genomes with genotype distribution similar to that of our study were available on the National Center for Biotechnology Information Assembly database ( https://www.ncbi.nlm.nih.gov/assembly (data1: 60 noninvasive vs. 60 carriage isolates; data2: 60 invasive versus 60 carriage isolates; the prevalence of the predominant GPSCs [GPSC1 and GPSC321] was 58.3% for noninvasive, 55.0% for invasive and 30.0% for carriage isolates) ( Table 4).

    Techniques: