stepwiseCM (version 1.18.0)
Stepwise Classification of Cancer Samples using High-dimensional
Data Sets
Description
Stepwise classification of cancer samples using multiple
data sets. This package implements the classification strategy
using two heterogeneous data sets without actually combining
them. Package uses the data type for which full measurements
are available at the first stage, and the data type for which
only partial measurements are available at the second stage.
For incoming new samples package quantifies how much
improvement will be obtained if covariates of new samples for
the data types at the second stage are measured. This packages
suits for the application where study goal is not only obtain
high classification accuracy, but also requires economically
cheap classifier.