## generate a matrix with feature and group data
featureInfo <- matrix(runif(800, -2, 5), ncol = 40)
featureInfo[featureInfo<0] <- 0
feat.names <- paste("feature", 1:20, sep = '')
rownames(featureInfo) <- feat.names
sub.names <- paste('subject', 1:40, sep = '')
colnames(featureInfo) <- sub.names
groupInfo <- data.frame(grouping=matrix(sample(0:1, 40, replace = TRUE),
ncol = 1))
rownames(groupInfo) <- colnames(featureInfo)
SEdata <- list(feature = featureInfo, group = groupInfo)
expect_error(SDA(SEdata))
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