Struct extended_isolation_forest::ForestOptions

pub struct ForestOptions {
    pub n_trees: usize,
    pub sample_size: usize,
    pub max_tree_depth: Option<usize>,
    pub extension_level: usize,
}

Fields

n_trees: usize

n_trees is the number of trees to be created.

sample_size: usize

sample_size is the number of samples of the training data to be used in creation of each tree. Must be smaller than training_data.len().

max_tree_depth: Option<usize>

max_tree_depth is the max. allowed tree depth. This is by default set to average length of an unsuccessful search in a binary tree.

extension_level: usize

extension_level specifies degree of freedom in choosing the hyperplanes for dividing up data. Must be smaller than the dimension n of the dataset.

Trait Implementations

impl Clone for ForestOptions

fn clone(&self) -> ForestOptions

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Default for ForestOptions

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq<ForestOptions> for ForestOptions

fn eq(&self, other: &ForestOptions) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Eq for ForestOptions

impl StructuralEq for ForestOptions

impl StructuralPartialEq for ForestOptions