switchBox - Utilities to train and validate classifiers based on pair switching using the K-Top-Scoring-Pair (KTSP) algorithm
The package offer different classifiers based on comparisons of pair of features (TSP), using various decision rules (e.g., majority wins principle).
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softwarestatisticalmethodclassification
5.32 score 2 stars 1 dependents 87 scriptsdivergence - Divergence: Functionality for assessing omics data by divergence with respect to a baseline
This package provides functionality for performing divergence analysis as presented in Dinalankara et al, "Digitizing omics profiles by divergence from a baseline", PANS 2018. This allows the user to simplify high dimensional omics data into a binary or ternary format which encapsulates how the data is divergent from a specified baseline group with the same univariate or multivariate features.
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softwarestatisticalmethod
3.74 score 1 stars 11 scriptslpcover - LPCover: Functionality for integer programming methods for covering
Integer programming functionality for different 'covering' optimizations as presented in Ke et al, "Efficient Representations of Tumor Diversity with Paired DNA-RNA Anomalies".
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softwarestatisticalmethod
1.70 score 2 scripts