apor (version 0.1.1)

Assessment of Predictions for an Ordinal Response

Description

Produces several metrics to assess the prediction of ordinal categories based on the estimated probability distribution for each unit of analysis produced by any model returning a matrix with these probabilities.

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Version

Install

install.packages('apor')

Monthly Downloads

402

Version

0.1.1

License

GPL-2

Maintainer

Javier Espinosa

Last Published

November 4th, 2025

Functions in apor (0.1.1)

ordPredArgmax

Argmax Mapping from an Estimated Probability Distribution (EPD) to a Predicted Class

ordPredRandom

Randomized Mapping from an Estimated Probability Distribution (EPD) to a Predicted Class

opdRef

OPD Reference Points: Empirical vs Uniform Baselines

nopa

Normalized Ordinal Prediction Agreement (NOPA)