Struct BaggingClassifier 

pub struct BaggingClassifier {
    pub n_estimators: usize,
    pub max_samples: f32,
    pub max_features: f32,
    pub bootstrap: bool,
    pub bootstrap_features: bool,
    /* private fields */
}

Bagging Classifier (Bootstrap Aggregating)

Fields

n_estimators: usize

max_samples: f32

max_features: f32

bootstrap: bool

bootstrap_features: bool

Implementations

impl BaggingClassifier

pub fn new(n_estimators: usize) -> Self

pub fn max_samples(self, ratio: f32) -> Self

pub fn max_features(self, ratio: f32) -> Self

pub fn fit(&mut self, x: &Tensor, y: &Tensor)

pub fn predict(&self, x: &Tensor) -> Tensor

pub fn score(&self, x: &Tensor, y: &Tensor) -> f32