randomForest.default | R Documentation |
Random forest default function
## Default S3 method:
randomForest(
x,
y = NULL,
xtest = NULL,
ytest = NULL,
ntree = 500,
mtry = if (!is.null(y) && !is.factor(y)) max(floor(ncol(x)/3), 1) else
floor(sqrt(ncol(x))),
mtry.select.prob = rep(1/ncol(x), ncol(x)),
keep.subset.var = NULL,
replace = TRUE,
classwt = NULL,
cutoff,
strata,
sampsize = if (replace) nrow(x) else ceiling(0.632 * nrow(x)),
nodesize = if (!is.null(y) && !is.factor(y)) 5 else 1,
maxnodes = NULL,
importance = FALSE,
localImp = FALSE,
nPerm = 1,
proximity,
oob.prox = proximity,
norm.votes = TRUE,
do.trace = FALSE,
keep.forest = !is.null(y) && is.null(xtest),
corr.bias = FALSE,
keep.inbag = FALSE,
...
)
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