Description Usage Arguments Details Value Author(s) References See Also Examples
Wrapper for RF Boruta classification crossvalidation.
1 2 3 4 5 6 | cv_rfclass(X, logX, ncv=5, repeats=10, seed=123,
maxRuns=500, avg="none", spread.estimate="none",
colorize=FALSE, minclassN=NULL,
ntree=1000, localImp=TRUE, rfimportance="MeanDecreaseGini",
fs.method="rf_boruta",
...)
|
X |
A list of group vectors. Each list element is a named vector (length equals the number of samples), holding group assignments for each sample (either 1 for group A and -1 for group B). |
logX |
The data matrix. Samples in rows, features in columns. |
ncv |
Number of crossvalidation folds. |
repeats |
Number of crossvalidation repeats. |
seed |
A random seed. |
maxRuns |
scad parameter. |
avg |
DEPRECATED. roc curve parameter. |
spread.estimate |
DEPRECATED. roc curve parameter. |
colorize |
|
minclassN |
DEPRECATED. roc curve parameter. |
... |
Additional arguments. |
An internal function, which is usually not called directly.
Todo.
Christian Bender
Todo.
Todo.
1 2 3 4 | ## Not run:
#Todo.
## End(Not run)
|
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