Trait rusty_machine::learning::k_means::Initializer

pub trait Initializer: Debug {
    fn init_centroids(
        &self,
        k: usize,
        inputs: &Matrix<f64>
    ) -> LearningResult<Matrix<f64>>;
}

Trait for algorithms initializing the K-means centroids.

Required Methods

fn init_centroids(
    &self,
    k: usize,
    inputs: &Matrix<f64>
) -> LearningResult<Matrix<f64>>

Initialize the centroids for the initial state of the K-Means model.

The Matrix returned must have k rows and the same column count as inputs.

Implementors

impl Initializer for Forgy

impl Initializer for KPlusPlus

impl Initializer for RandomPartition