Summarize TreeBagger Classifier Results

This function reads a TreeBagger classifier result file (.mat format) and summarizes the number of targets in each class based on the classification scores and thresholds.

Usage

summarize_TBclass(classfile, adhocthresh = NULL)

Arguments

classfile

Character string specifying the path to the TreeBagger classifier result file (.mat format).

adhocthresh

Numeric vector specifying the adhoc thresholds for each class. If NULL (default), no adhoc thresholding is applied. If a single numeric value is provided, it is applied to all classes.

Value

A list containing three elements:

classcount

Numeric vector of counts for each class based on the winning class assignment.

classcount_above_optthresh

Numeric vector of counts for each class above the optimal threshold for maximum accuracy.

classcount_above_adhocthresh

Numeric vector of counts for each class above the specified adhoc thresholds (if provided).