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GrowthFunction

oxilean_std::statistical_learning::types

Struct GrowthFunction 

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pub struct GrowthFunction {
    pub vc_dim: usize,
}
Expand description

Growth function Π_H(m) for a hypothesis class.

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§vc_dim: usize

VC dimension of the hypothesis class.

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impl GrowthFunction

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pub fn new(vc_dim: usize) -> Self

Create a new GrowthFunction.

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pub fn evaluate(&self, m: usize) -> usize

Evaluate the Sauer-Shelah upper bound for Π_H(m).

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