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iC10TrainingData (version 2.0.1)

Training Datasets for iC10 Package

Description

Training datasets for iC10; which implements the classifier described in the paper 'Genome-driven integrated classification of breast cancer validated in over 7,500 samples' (Ali HR et al., Genome Biology 2014). It uses copy number and/or expression form breast cancer data, trains a pamr classifier (Tibshirani et al.) with the features available and predicts the iC10 group. Genomic annotation for the training dataset has been obtained from Mark Dunning's lluminaHumanv3.db package.

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Version

Install

install.packages('iC10TrainingData')

Monthly Downloads

972

Version

2.0.1

License

GPL-3

Maintainer

Oscar Rueda

Last Published

July 16th, 2024

Functions in iC10TrainingData (2.0.1)

IntClustMemb

Class Membership for the training set
Map.Exp

Probe mapping of the Expression features of the training set
Map.All

Probe mapping of the complete set of features of the training set
train.Exp

Expression data for the training set.
iC10TrainingData-package

tools:::Rd_package_title("iC10TrainingData")
Map.CN

Probe mapping of the copy number features of the training set.
train.CN

Copy number data for the training set