Struct IsolationForestInput 

pub struct IsolationForestInput {
    pub data: DataMatrix,
    pub n_trees: usize,
    pub contamination: f64,
}

Isolation Forest input for batch execution.

Fields

data: DataMatrix

Input data matrix.

n_trees: usize

Number of trees in the ensemble.

contamination: f64

Contamination proportion (expected fraction of outliers).

Implementations

impl IsolationForestInput

pub fn new(data: DataMatrix) -> Self

Create a new Isolation Forest input.

pub fn with_n_trees(self, n_trees: usize) -> Self

Set the number of trees.

pub fn with_contamination(self, contamination: f64) -> Self

Set the contamination proportion.

Trait Implementations

impl Clone for IsolationForestInput

fn clone(&self) -> IsolationForestInput

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for IsolationForestInput

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for IsolationForestInput

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for IsolationForestInput

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.