Struct LOFInput 

pub struct LOFInput {
    pub data: DataMatrix,
    pub n_neighbors: usize,
    pub contamination: f64,
    pub metric: DistanceMetric,
}

Local Outlier Factor input for batch execution.

Fields

data: DataMatrix

Input data matrix.

n_neighbors: usize

Number of neighbors.

contamination: f64

Contamination proportion.

metric: DistanceMetric

Distance metric.

Implementations

impl LOFInput

pub fn new(data: DataMatrix) -> Self

Create a new LOF input.

pub fn with_n_neighbors(self, n_neighbors: usize) -> Self

Set the number of neighbors.

Trait Implementations

impl Clone for LOFInput

fn clone(&self) -> LOFInput

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LOFInput

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LOFInput

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LOFInput

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

where __S: Serializer,

Serialize this value into the given Serde serializer.