library(h2o)
localH2O = h2o.init()
prosPath = system.file("extdata", "prostate.csv", package = "h2o")
prostate.hex = h2o.importFile(localH2O, path = prosPath)
psa.qs = quantile(prostate.hex$PSA)
PSA.outliers = prostate.hex[prostate.hex$PSA <= psa.qs[2] | prostate.hex$PSA >= psa.qs[10],]
PSA.outliers = h2o.assign(PSA.outliers, "PSA.outliers")
summary(PSA.outliers)
head(prostate.hex)
head(PSA.outliers)
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