collapseConfusionMatrix3x3To2x2: Collapses a 3x3 confusion matrix to a 2x2 confusion matrix.

In jeanimal/heuristica: Heuristics Including Take the Best and Unit-Weight Linear

Collapses a 3x3 confusion matrix to a 2x2 confusion matrix.

Description

A 3x3 confusion matrix results from predictPair.

Usage

collapseConfusionMatrix3x3To2x2(
  confusion_matrix_3x3,
  guess_handling_fn = distributeGuessAsExpectedValue,
  tie_handling_fn = distributeTies
)

Arguments

confusion_matrix_3x3	A 3x3 confusion matrix.
guess_handling_fn	A function to call on the 3x3 confusion matrix to assign a model's guesses– 0 predictions tracked in the 2nd column– to -1 or 1 counts.
tie_handling_fn	A function to call on the 3x3 confusion matrix to distribute ties– 0 correct answers tracked in the 2nd row– to -1 or 1 counts.

Details

The middle column repressents guesses. The middle row represents ties. T

Value

A 2x2 confusion matrix.

jeanimal/heuristica documentation built on Feb. 3, 2024, 9:56 p.m.