Stepwise Classification of Cancer Samples using High-dimensional Data Sets


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Documentation for package ‘stepwiseCM’ version 1.20.0

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stepwiseCM-package Stepwise classification of cancer samples using high-dimensional data sets.
Classifier A function to perform classification task.
Classifier.par A function to perform classification task by multi-core computation.
CNS Central Nervous System (CNS) cancer data set.
Curve.generator A function to generate accuracy curve by passing different portion of samples to the data set used at the second stage.
Proximity A function to calculate the proximity matrix.
RS.generator A function to generate the reclassification score.
Step.pred A function to generate RS cutoff point based the given re-classification percentage.
stepwiseCM Stepwise classification of cancer samples using high-dimensional data sets.