Description Usage Arguments Details Value Author(s)
Collates, rewrites and summarizes information about oblique splits.
1 2 3 4 5 | oblique.split.writer(
coefficients,
impurity,
child.left.T.F,
superclass.composition)
|
coefficients |
A (named) vector of coefficients of an oblique split. The first component is the intercept followed by each attribute in turn. |
impurity |
Impurity of this split. |
child.left.T.F |
A logical vector denoting allocation of observations to left child node. |
superclass.composition |
A record of the targets of the classification problem that lead to this ideal split. |
Variable selection can reduce full oblique splits to using only one attribute which are better represented as axis-parallel splits. This function handles this representational issue.
A list is returned with the following components,
impurity |
Impurity of this split. |
child.left.T.F |
A logical vector denoting allocation of observations to left child node. |
details |
A list with |
variable |
A string denoting the type of such a split, |
cutleft |
A string expressing the left branch. |
cutright |
A string expressing the right branch. |
A. Truong
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