integrative mixture of experts

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Documentation for package ‘integrativeME’ version 1.2

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breast Breast cancer data, a subset data set from van de Vijver et al. (2002) study
cns Central Nervous System cancer data, a subset data set from Pomeroy et al. (2002) study
counts internal integrativeMe functions
initmain.indep internal integrativeMe functions
initmain.loc internal integrativeMe functions
initmain.logreg internal integrativeMe functions
integrativeME Integrative mixture of experts (ME) to combine clinical variables and microarray data in a binary classification framework.
kmeans.init Initialization of the parameters with K-means
kmeansME independence gating function for integrative ME
main.indep internal integrativeMe functions
main.loc internal integrativeMe functions
main.logreg internal integrativeMe functions
MEcont Internal gating functions for integrative Mixture of Experts methodology
MEfunctions Internal gating functions for integrative Mixture of Experts methodology
MEindep Internal gating functions for integrative Mixture of Experts methodology
MEloc Internal gating functions for integrative Mixture of Experts methodology
MElogreg Internal gating functions for integrative Mixture of Experts methodology
norm.indep internal integrativeMe functions
norm.loc internal integrativeMe functions
norm.logreg internal integrativeMe functions
prostate Prostate cancer data, a subset data set from Stephenson et al. (2005) study