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PUB-825: performance test for all algos
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spennihana committed Jun 28, 2014
1 parent 6d8a817 commit 6075907
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source("../../../R/h2oPerf/prologue.R")
dl <<- runDL(x = 3:23, y = 24,activation="RectifierWithDropout",hidden=c(100,100,100,100,100),epochs=1000,rho=0.99,epsilon=1E-8,l1 = 1E-3,nfolds = 5)
gbm <<- runGBM(x = 3:23, y = 24, distribution = 'multinomial', n.trees = 500, interaction.depth = 10, n.bins = 50, shrinkage = 0.1, nfolds = 5)
drf <<- runRF(x = 3:23, y = 24, ntree=50, depth = 10, nbins = 50, nfolds = 5)
srf <<- runSRF(x = 3:23, y = 24, ntree=50, depth = 10, nbins = 1024, nfolds = 5)
dl <<- runDL(x = 3:22, y = 24,activation="RectifierWithDropout",hidden=c(100,100,100,100,100),epochs=1000,rho=0.99,epsilon=1E-8,l1 = 1E-3,nfolds = 5)
gbm <<- runGBM(x = 3:22, y = 24, distribution = 'multinomial', n.trees = 500, interaction.depth = 10, n.bins = 50, shrinkage = 0.1, nfolds = 5)
drf <<- runRF(x = 3:22, y = 24, ntree=50, depth = 10, nbins = 50, nfolds = 5)
srf <<- runSRF(x = 3:22, y = 24, ntree=50, depth = 10, nbins = 1024, nfolds = 5)
source("../../../R/h2oPerf/specialEpilogue.R")

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