Mini-batch k-means clustering

Rust interface for mini batch k-means clustering from bixverse-rs. This version can be very useful in cases where you overcluster the data.

Usage

rs_k_means_mini_batch(data, k, kmeans_params, seed, verbose)

Arguments

data

Numerical matrix. The data to cluster, of dimensions samples x features.

k

Integer. Number of clusters.

kmeans_params

Named list. Parameters produced by params_kmeans().

seed

Integer. Seed for reproducibility.

verbose

Boolean. Controls verbosity.

Value

A named list with:

• centroids - Numeric matrix of shape k x features.

• assignments - Integer vector of length samples (1-indexed).