sid_find_singleton: Find attribute to remove from a tree.

In bwrc/astrid-r: Automatic STructure IDentification

Description

Testing all possibilities, find the attribute to remove from the grouping that impacts the goodness the least.

Usage

sid_find_singleton(data_train, data_test, g_ut, g_s, id_cl, R = 10,
  classifier, parallel = TRUE)

Arguments

data_train	Training data.
data_test	Testing data.
g_ut	List of untested singletons.
g_s	List with already removed attributes as singletons.
id_cl	The number of the class attribute.
R	Number of replications. Default is 10.
classifier	A classifier function, default is svm (from the e1071 package).
parallel	Calculate in parallel (Boolean, default is TRUE).

Value

The attribute to remove.

bwrc/astrid-r documentation built on May 13, 2019, 9:08 a.m.