Struct ModelTreeConfig 

pub struct ModelTreeConfig {
    pub max_depth: Option<usize>,
    pub min_samples_split: usize,
    pub min_samples_leaf: usize,
    pub min_std_dev_reduction: Float,
    pub prune: bool,
    pub smoothing: bool,
    pub leaf_model: LeafModelType,
}

Configuration for Model Tree

Fields

max_depth: Option<usize>

Maximum depth of the tree

min_samples_split: usize

Minimum samples required to split an internal node

min_samples_leaf: usize

Minimum samples required to be at a leaf node

min_std_dev_reduction: Float

Minimum standard deviation reduction required for a split

prune: bool

Whether to prune the tree

smoothing: bool

Smoothing parameter for leaf predictions

leaf_model: LeafModelType

Model type in leaves

Trait Implementations

impl Clone for ModelTreeConfig

fn clone(&self) -> ModelTreeConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelTreeConfig

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

Formats the value using the given formatter.

impl Default for ModelTreeConfig

fn default() -> Self

Returns the “default value” for a type.