Nothing
data(MadelonD)
set.seed(17)
input<-list(X=MadelonD$X,Y=MadelonD$Y,k=20)
pmr<-sample(nrow(MadelonD$X),nrow(MadelonD$X))
pmc<-sample(ncol(MadelonD$X),ncol(MadelonD$X))
inputp<-list(X=MadelonD$X[pmr,pmc],Y=MadelonD$Y[pmr],k=20)
for(algo in c("MIM","JMIM","NJMIM","JMI","DISR","CMIM","MRMR","JIM")){
test_that(sprintf("Native %s works the same on permuted Madelon",algo),{
do.call(algo,input)->j
do.call(algo,inputp)->p
expect_equal(j$score,p$score)
expect_equal(names(j$selection),names(p$selection))
})
}
# We need exception for CMI since attributes become indistinguishable for it
test_that(sprintf("Native %s works the same on permuted Madelon",algo),{
inputp<-list(X=MadelonD$X[pmr,],Y=MadelonD$Y[pmr],k=20)
do.call(CMI,input)->j
do.call(CMI,inputp)->p
expect_equal(j$score,p$score)
expect_equal(names(j$selection),names(p$selection))
})
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