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r / packages / r-mlpugs

An implementation of classifier chains (CC's) for multi-label prediction. Users can employ an external package (e.g. 'randomForest', 'C50'), or supply their own. The package can train a single set of CC's or train an ensemble of CC's -- in parallel if running in a multi-core environment. New observations are classified using a Gibbs sampler since each unobserved label is conditioned on the others. The package includes methods for evaluating the predictions for accuracy and aggregating across iterations and models to produce binary or probabilistic classifications.

Type Size Name Uploaded Downloads Labels
conda 84.7 kB | noarch/r-mlpugs-0.2.0-r43h142f84f_0.tar.bz2  1 year and 1 month ago 21 main
conda 84.2 kB | noarch/r-mlpugs-0.2.0-r42h142f84f_0.tar.bz2  2 years and 7 months ago 52 main
conda 84.0 kB | noarch/r-mlpugs-0.2.0-r36h6115d3f_0.tar.bz2  4 years and 11 months ago 116 main

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