get_ref_scores: Get Reference Scores

In handwriterRF: Handwriting Analysis with Random Forests

Get Reference Scores

Description

Create reference scores of same writer and different writer scores from a dataframe of cluster fill rates.

Usage

get_ref_scores(rforest, df, seed = NULL, downsample_diff_pairs = FALSE)

Arguments

rforest	A ranger random forest created with train_rf.
df	A dataframe of cluster fill rates created with get_cluster_fill_rates with an added writer ID column.
seed	Optional. An integer to set the seed for the random number generator to make the results reproducible.
downsample_diff_pairs	If TRUE, the different writer pairs are down-sampled to equal the number of same writer pairs. If FALSE, all different writer pairs are used.

Value

A list of scores

Examples

get_ref_scores(rforest = random_forest, df = validation)

handwriterRF documentation built on April 4, 2025, 5:38 a.m.