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ARFConfig

irithyll_core::ensemble::adaptive_forest

Struct ARFConfig 

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pub struct ARFConfig {
    pub n_trees: usize,
    pub lambda: f64,
    pub feature_fraction: f64,
    pub drift_delta: f64,
    pub warning_delta: f64,
    pub seed: u64,
}
Available on crate feature alloc only.
Expand description

Configuration for AdaptiveRandomForest.

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§n_trees: usize

Number of trees in the forest.

§lambda: f64

Poisson lambda for bootstrap resampling (default 6.0).

§feature_fraction: f64

Fraction of features per tree. 0.0 = auto (sqrt(d)/d).

§drift_delta: f64

ADWIN delta for drift detection (default 1e-3).

§warning_delta: f64

ADWIN delta for warning detection (default 1e-2).

§seed: u64

Random seed.

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impl ARFConfig

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pub fn builder(n_trees: usize) -> ARFConfigBuilder

Start building a configuration with the given number of trees.

Trait Implementations§

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impl Clone for ARFConfig

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fn clone(&self) -> ARFConfig

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for ARFConfig

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

Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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