sid_prune_treelist: Prune all trees in the treelist.

Description Usage Arguments Value

View source: R/sid_main_algorithm.R

Description

Prune all trees in the treelist.

Usage

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sid_prune_treelist(treelist, data_train, data_test, classifier = svm, R = R,
  Rmin = 250, Rmax = 500, z = 2.57, alpha = 0.05, parallel = TRUE)

Arguments

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 TRUE).

Value

Pruned treelist


bwrc/astrid-r documentation built on June 24, 2017, 8:05 p.m.