Supervised Clustering of Predictor Variables Such as Genes

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Documentation for package ‘supclust’ version 1.1-1

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aggtrees Classification with Wilma's Clusters
back.search Internal functions for Supervised Grouping
coef.pelora Extract the Model Coefficients of Pelora
dlda Classification with Wilma's Clusters
fitted.pelora Extract the Fitted Values of Pelora
fitted.wilma Extract the Fitted Values of Wilma
leukemia A part of the Golub's famous AML/ALL-leukemia dataset
leukemia.x A part of the Golub's famous AML/ALL-leukemia dataset
leukemia.y A part of the Golub's famous AML/ALL-leukemia dataset
leukemia.z A part of the Golub's famous AML/ALL-leukemia dataset
logreg Classification with Wilma's Clusters
margin Classification Margin Between Two Sample Classes
nnr Classification with Wilma's Clusters
p.1clust Internal functions for Supervised Grouping
pelora Supervised Grouping of Predictor Variables
plot.pelora 2-Dimensional Visualization of Pelora's Output
plot.wilma 2-Dimensional Visualization of Wilma's Output
predict.pelora Predict Method for Pelora
predict.wilma Predict Method for Wilma
print.pelora Print Method for Pelora Objects
print.wilma Print Method for Wilma Objects
printClist Internal functions for Supervised Grouping
ridge.coef Internal functions for Supervised Grouping
score Wilcoxon Score for Binary Problems
sign.change Sign-flipping of Predictor Variables to Obtain Equal Polarity
sign.flip Sign-flipping of Predictor Variables to Obtain Equal Polarity
standardize.genes Standardization of Predictor Variables
summary.pelora Summary Method for Pelora Objects
summary.wilma Summary Method for Wilma Objects
wilma Supervised Clustering of Predictor Variables