Cluster Kmeans Params Module

Rust module: cuvs::cluster::kmeans::params

Source: rust/cuvs/src/cluster/kmeans/params.rs

Builder-pattern parameter type for k-means.

All setters are optional; unset values retain the library defaults from the underlying C cuvsKMeansParamsCreate.

Params

pub struct Params {
    /* private fields */
}

Parameters for k-means fitting and prediction.

Methods

new

#[builder]
#[allow(clippy::too_many_arguments)]
pub fn new(
metric: Option<DistanceType>,
n_clusters: Option<i32>,
max_iter: Option<i32>,
tol: Option<f64>,
n_init: Option<i32>,
oversampling_factor: Option<f64>,
batch_samples: Option<i32>,
batch_centroids: Option<i32>,
hierarchical: Option<bool>,
hierarchical_n_iters: Option<i32>,
) -> Result<Self, KMeansError>

Source: rust/cuvs/src/cluster/kmeans/params.rs:29

Source: rust/cuvs/src/cluster/kmeans/params.rs:21