R Under development (unstable) (2025-01-07 r87537 ucrt) -- "Unsuffered Consequences"
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> library(Modeler)
Loading required package: ClassDiscovery
Loading required package: cluster
Loading required package: oompaBase
Loading required package: ClassComparison
> suppressWarnings( RNGversion("3.5.0") )
> set.seed(246391)
> data <- matrix(rnorm(1000*36), nrow=1000, ncol=36)
> data[1:50, 1:18] <- data[1:50, 1:18] + 1
> status <- factor(rep(c("A", "B"), each=18))
> 
> fsel <- fsTtest(fdr=0.10, ming=125)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     875     125 
> 
> fsel <- fsModifiedFisher(q = 0.75)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     750     250 
> 
> fsel <- fsPearson(q = 0.9)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> fsel <- fsPearson(rho=0.3)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     891     109 
> 
> fsel <- fsSpearman(q=0.9)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> fsel <- fsSpearman(rho=0.3)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     893     107 
> 
> fsel <- fsMedSplitOddsRatio(OR = 5)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     964      36 
> fsel <- fsMedSplitOddsRatio(q = 0.9) # note effect opf ties
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     964      36 
> 
> fsel <- fsChisquared(cutoff=0.5)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     824     176 
> fsel <- fsChisquared(q = 0.9)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> 
> fsel <- fsEntropy()
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> fsel <- fsEntropy(kind="gain.ratio")
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> fsel <- fsEntropy(kind="symm")
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> 
> fsel <- fsFisherRandomForest(q = 0.9)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     900     100 
> 
> fsel <- fsTailRank(spec=0.9, conf=0.5)
> summary(fsel(data, status))
   Mode   FALSE    TRUE 
logical     997       3 
> 
> 
> proc.time()
   user  system elapsed 
   5.95    0.26    6.17