Struct fanova::FanovaOptions

pub struct FanovaOptions { /* fields omitted */ }

fANOVA options.

Implementations

impl FanovaOptions

pub fn new() -> Self

Make FanovaOptions with the default settings.

pub fn random_forest(self, options: RandomForestOptions) -> Self

Sets the RandomForestOptions.

The default value is RandomForestOptions::default().

pub fn parallel(self) -> Self

Enables parallel executions of Fanova::{fit, quantify_importance}.

This library use rayon for parallel execution. Please see the rayon document if you want to configure the behavior (e.g., the number of worker threads).

pub fn fit(
    self,
    features: Vec<&[f64]>,
    target: &[f64]
) -> Result<Fanova, FitError>

Builds an fANOVA model for the given features and target.

Trait Implementations

impl Clone for FanovaOptions

fn clone(&self) -> FanovaOptions

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for FanovaOptions

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

Formats the value using the given formatter.

impl Default for FanovaOptions

fn default() -> Self

Returns the "default value" for a type.