Struct MlConfig 

pub struct MlConfig {
    pub n_trees: usize,
    pub max_depth: usize,
    pub k_clusters: usize,
    pub max_iterations: usize,
    pub smote_k: usize,
    pub smote_ratio: f32,
}

ML model configuration

Fields

n_trees: usize

Number of trees for Random Forest

max_depth: usize

Maximum tree depth

k_clusters: usize

Number of clusters for K-means

max_iterations: usize

K-means max iterations

smote_k: usize

SMOTE k-neighbors

smote_ratio: f32

Target minority ratio for SMOTE

Trait Implementations

impl Clone for MlConfig

fn clone(&self) -> MlConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MlConfig

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

Formats the value using the given formatter.

impl Default for MlConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MlConfig

where MlConfig: Default,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MlConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.