Enum ClassificationModel 

pub enum ClassificationModel {
    RandomForest {
        n_trees: usize,
        max_depth: Option<usize>,
    },
    SVM {
        kernel: SVMKernel,
        c: f64,
    },
    NeuralNetwork {
        layers: Vec<usize>,
    },
    GradientBoosting {
        n_estimators: usize,
        learning_rate: f64,
    },
    KNN {
        k: usize,
        distance_metric: DistanceMetric,
    },
}

Variants

RandomForest

Fields

n_trees: usize

max_depth: Option<usize>

SVM

Fields

kernel: SVMKernel

c: f64

NeuralNetwork

Fields

layers: Vec<usize>

GradientBoosting

Fields

n_estimators: usize

learning_rate: f64

KNN

Fields

k: usize

distance_metric: DistanceMetric

Trait Implementations

impl Clone for ClassificationModel

fn clone(&self) -> ClassificationModel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClassificationModel

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ClassificationModel

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ClassificationModel

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

where __S: Serializer,

Serialize this value into the given Serde serializer.