Struct rustlearn::ensemble::random_forest::Hyperparameters

pub struct Hyperparameters {
    // some fields omitted
}

Methods

impl Hyperparameters

fn new(tree_hyperparameters: Hyperparameters, num_trees: usize) -> Hyperparameters

Create a new instance of Hyperparameters, using the Hyperparameters for a DecisionTree and the number of trees to build.

fn rng(&mut self, rng: StdRng) -> &mut Hyperparameters

Set the random number generator.

fn build(&self) -> RandomForest

Build the random forest model.

fn one_vs_rest(&mut self) -> OneVsRestWrapper<RandomForest>

Build a one-vs-rest multiclass random forest.

Trait Implementations

impl Decodable for Hyperparameters

fn decode<__D: Decoder>(__arg_0: &mut __D) -> Result<Hyperparameters, __D::Error>

impl Encodable for Hyperparameters

fn encode<__S: Encoder>(&self, __arg_0: &mut __S) -> Result<(), __S::Error>