Struct GradientBoostingClassifier 

pub struct GradientBoostingClassifier {
    pub n_estimators: usize,
    pub learning_rate: f32,
    pub max_depth: usize,
    pub min_samples_split: usize,
    pub subsample: f32,
    /* private fields */
}

Gradient Boosting Classifier

Fields

n_estimators: usize

learning_rate: f32

max_depth: usize

min_samples_split: usize

subsample: f32

Implementations

impl GradientBoostingClassifier

pub fn new(n_estimators: usize) -> Self

pub fn learning_rate(self, lr: f32) -> Self

pub fn max_depth(self, depth: usize) -> Self

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

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

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