Add more examples
rdiaz02 opened this issue · 1 comments
rdiaz02 commented
library(varSelRF)
library(snow)
basicClusterInit(clusterNumberNodes = 2,
nameCluster = "TheCluster",
typeCluster = "MPI")
x <- matrix(rnorm(25 * 30), ncol = 30)
x[1:10, 1:2] <- x[1:10, 1:2] + 2
cl <- factor(c(rep("A", 10), rep("B", 15)))
rf.vs1 <- varSelRF(x, cl, ntree = 200, ntreeIterat = 100,
vars.drop.frac = 0.2)
rf.vsb <- varSelRFBoot(x, cl,
bootnumber = 10,
TheCluster = TheCluster,
usingCluster = TRUE,
srf = rf.vs1)
rf.vsb
summary(rf.vsb)
############ Another one
library(varSelRF)
library(snow)
basicClusterInit(clusterNumberNodes = 2,
nameCluster = "AnotherCluster",
typeCluster = "MPI")
x <- matrix(rnorm(25 * 30), ncol = 30)
x[1:10, 1:2] <- x[1:10, 1:2] + 2
cl <- factor(c(rep("A", 10), rep("B", 15)))
rf.vs1 <- varSelRF(x, cl, ntree = 200, ntreeIterat = 100,
vars.drop.frac = 0.2)
rf.vsb <- varSelRFBoot(x, cl,
bootnumber = 10,
TheCluster = AnotherCluster,
usingCluster = TRUE,
srf = rf.vs1)
rf.vsb
summary(rf.vsb)
rdiaz02 commented
This is now there, with the updated usage of clusters (no longer basicClusterInit)