Description Usage Arguments Value See Also
Perform Random Forest analysis. Uses randomForest
function.
Writes results to "randomforests_sigfeatures.csv"
file.
1 | RF.Anal(dataSet, analSet, treeNum = 500, tryNum = 10)
|
dataSet |
List, data set object generated by |
analSet |
List, containing the results of statistical analysis (can be just an empty list). |
treeNum |
Number of trees to grow. |
tryNum |
Number of predictors to try for each node. |
Native analSet
with two added elements:
$rf
- standard randomForest
function output
$rf.sigmat
- matrix of features significance (sorted by MeanDecreaseAccuracy).
randomForest
for used statistical function
PlotRF
for plotting functions
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