Description Usage Arguments Value
Prune all trees in the treelist.
1 2 | sid_prune_treelist(treelist, data_train, data_test, classifier = svm, R = R,
Rmin = 250, Rmax = 500, z = 2.57, alpha = 0.05, parallel = TRUE)
|
treelist |
List of trees. |
data_train |
Training data. |
data_test |
Testing data. |
classifier |
A classifier function, default is svm (from the e1071 package). |
R |
Number of replications. Default is 100.. |
Rmin |
Ninimum number of replications for calculating p-values. Default is 250. |
Rmax |
Maximum number of replications for calculating p-values. Default is 500. |
z |
Parameter for confidence band. Use 1.96 for 95 percent, 2.25 for 97.5 percent and 2.57 for 99 percent. Default is 2.57. |
alpha |
Significance level (default is 0.05). |
parallel |
Calculate in parallel (Boolean, default is |
Pruned treelist
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