Struct RandomForestClassifier

pub struct RandomForestClassifier { /* private fields */ }

Random forest classifier.

Implementations

impl RandomForestClassifier

pub fn fit<T: ClassificationCriterion>(criterion: T, table: Table<'_>) -> Self

Builds a classifier model fitting the given table with the default settings.

pub fn predict(&self, features: &[f64]) -> f64

Predicts the target value for the given features.

pub fn predict_individuals<'a>( &'a self, features: &'a [f64], ) -> impl 'a + Iterator<Item = f64>

Returns an iterator that iterates over a target value predicted by each decision tree.

pub fn serialize<W: Write>(&self, writer: W) -> Result<()>

Writes this classifier to the given byte stream.

pub fn deserialize<R: Read>(reader: R) -> Result<Self>

Reads a classifier from the given byte stream.

Trait Implementations

impl Debug for RandomForestClassifier

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

Formats the value using the given formatter.