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PACLearner

oxilean_std::statistical_learning::types

Struct PACLearner 

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pub struct PACLearner {
    pub eps: f64,
    pub delta: f64,
}
Expand description

PAC learner: wraps accuracy/confidence parameters.

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§eps: f64

ε: maximum tolerated generalization error.

§delta: f64

δ: failure probability (confidence 1−δ).

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impl PACLearner

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pub fn new(eps: f64, delta: f64) -> Self

Create a new PAC learner.

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pub fn required_samples(&self, vc_dim: usize) -> usize

Required sample size for a hypothesis class of VC dimension d.

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