Struct ReclusterSettings

pub struct ReclusterSettings {
    pub gap_statistic_reference_datasets: usize,
    pub max_clusters: usize,
    pub algorithm: ClusterAlgorithm,
    pub projection_method: ProjectionMethod,
}

Fields

gap_statistic_reference_datasets: usize

The number of reference datasets to use for the gap statistic. (which is used to determine the optimal number of clusters) 50 will give a decent estimate but for the best results use more, 500 will give a very good estimate but be very slow. We default to 250 in release mode.

max_clusters: usize

The maximum number of clusters to create. This is the upper bound on the number of clusters that can be created. Increase if you’re getting a “could not find optimal k” error. Default is 24.

algorithm: ClusterAlgorithm

The clustering algorithm to use. Either “kmeans” or “gmm”.

projection_method: ProjectionMethod

The projection method to preprocess the data with before clustering. Either “tsne”, “pca”, or “none”. Default is “none”.

Trait Implementations

impl Clone for ReclusterSettings

fn clone(&self) -> ReclusterSettings

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ReclusterSettings

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ReclusterSettings

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ReclusterSettings

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ReclusterSettings

fn eq(&self, other: &ReclusterSettings) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Copy for ReclusterSettings

impl Eq for ReclusterSettings

impl StructuralPartialEq for ReclusterSettings