templateK40: Cluster Template with 40 Clusters

In handwriterRF: Handwriting Analysis with Random Forests

Cluster Template with 40 Clusters

Description

A cluster template created by handwriter with 40 clusters. This template was created from 100 handwriting samples from the CSAFE Handwriting Database, the CVL Handwriting Database, and the IAM Handwriting Database.

Usage

templateK40

Format

A list containing the contents of the cluster template.

cluster

A vector of cluster assignments for each graph used to create the cluster template. The clusters are numbered sequentially 1, 2,...,40.

centers

The final cluster centers produced by the K-Means algorithm.

K

The number of clusters in the template (40).

n

The number of training graphs to used to create the template (32,708).

wcd

The within cluster distances, the distance between each graph and the nearest cluster center, on the final iteration of the K-means algorithm.

Details

handwriter splits handwriting samples into component shapes called graphs. The graphs are sorted into 40 clusters with a K-Means algorithm.

Examples

handwriter::plot_cluster_centers(templateK40)

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