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KMeans

oxilean_std::machine_learning::types

Struct KMeans 

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pub struct KMeans {
    pub k: usize,
    pub centroids: Vec<Vec<f64>>,
    pub max_iter: u32,
}

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§k: usize§centroids: Vec<Vec<f64>>§max_iter: u32

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impl KMeans

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pub fn new(k: usize, max_iter: u32) -> Self

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pub fn fit(&mut self, data: &[Vec<f64>], _seed: u64) -> Vec<usize>

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pub fn predict(&self, point: &[f64]) -> usize

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pub fn inertia(&self, data: &[Vec<f64>]) -> f64

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