sits_cluster_clean: Removes labels that are minority in each cluster.

In sits: Satellite Image Time Series Analysis for Earth Observation Data Cubes

Removes labels that are minority in each cluster.

Description

Takes a tibble with time series that has an additional 'cluster' produced by link[sits]{sits_cluster_dendro()} and removes labels that are minority in each cluster.

Usage

sits_cluster_clean(samples)

Arguments

samples

Tibble with set of time series with additional cluster information produced by link[sits]{sits_cluster_dendro()}

Value

Tibble with time series (class "sits")

Author(s)

Rolf Simoes, [e-mail]

Examples

if (sits_run_examples()) {
    clusters <- sits_cluster_dendro(cerrado_2classes)
    freq1 <- sits_cluster_frequency(clusters)
    freq1
    clean_clusters <- sits_cluster_clean(clusters)
    freq2 <- sits_cluster_frequency(clean_clusters)
    freq2
}

sits documentation built on Nov. 2, 2023, 5:59 p.m.