Struct IsolationForest 

pub struct IsolationForest {
    pub n_estimators: usize,
    pub max_samples: usize,
    pub contamination: f32,
    /* private fields */
}

Isolation Forest for anomaly detection

Fields

n_estimators: usize

max_samples: usize

contamination: f32

Implementations

impl IsolationForest

pub fn new(n_estimators: usize) -> Self

pub fn max_samples(self, n: usize) -> Self

pub fn contamination(self, c: f32) -> Self

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

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

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