
BIOCONDUCTOR . ORG {
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Title:
Bioconductor - cancerclass
Description:
The classification protocol starts with a feature selection step and continues with nearest-centroid classification. The accurarcy of the predictor can be evaluated using training and test set validation, leave-one-out cross-validation or in a multiple random validation protocol. Methods for calculation and visualization of continuous prediction scores allow to balance sensitivity and specificity and define a cutoff value according to clinical requirements.
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Keywords {🔍}
bioconductor, package, packages, version, cancerclass, validation, release, source, classification, install, binary, learn, developers, started, software, development, diagnostic, tests, highdimensional, molecular, data, protocol, training, methods, visualization, requirements, daniel, kosztyla, installation, start, enter, documentation, system, pdf, details, bioc, stats, url, macos, cancerclasstgz, repository, git, clone, reports, code, registration, open, gbcc, joint, galaxybioconductor,
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org/packages/cancerclass source repository high-dimensional molecular data joint galaxy/bioconductor conference bioconductor release tgz source repository source package release //code bioconductor support site feature selection step continuous prediction scores script reference manual gz windows binary zip macos binary tgz macos binary classification protocol starts git clone https nearest-centroid classification package installed test set validation details biocviews packages started install package training bioconductor //bioconductor cross-validation org registration open diagnostic tests balance sensitivity clinical requirements jan budczies quietly = true older versions gpl 3 depends stats imports developer access download stats released version devel version view documentation system requirements url install visualization version //git cancerclass software
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