fftreeModel-class: class for fast-and-frugal-tree models

In marcusbuckmann/ffcr: Train two families of transparent classification models: fast-and-frugal trees and tallying

class for fast-and-frugal-tree models

Description

An S4 class to represent a fast-and-frugal tree model

Slots

call

An image of the call that produced the object.

formula

formula Object of the model.

parameters

Parameters used to train the fast-and-frugal tree.

performance

List showing fitting and cross-validated performance.

class_labels

A vector of length 2 containing the class labels. The second entry is referred to as the positive class.

weights

A numeric vector of length 2. The first entry denotes the weight of instances in the negative class, the second entry the weight of instances in the positive class.

prior

The proportion of objects in the positive class in the training set.

tree

Representation of the tree.

training_data

Data that was used to train the model

marcusbuckmann/ffcr documentation built on Jan. 4, 2024, 3:45 p.m.