Struct FittedGaussianProcessClassifier

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pub struct FittedGaussianProcessClassifier {
    pub x_train: Array2<f64>,
    pub alpha: Array1<f64>,
    pub l_lower: Mat<f64>,
    pub w_sqrt: Array1<f64>,
    pub kernel: GpKernel,
    pub classes: [f64; 2],
}

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§x_train: Array2<f64>§alpha: Array1<f64>

y_train - π̂ (the dual coefficient vector at the posterior mode).

§l_lower: Mat<f64>

Cholesky factor L of I + Wˢ K Wˢ.

§w_sqrt: Array1<f64>

Wˢ = W^{1/2} at the posterior mode.

§kernel: GpKernel§classes: [f64; 2]

Trait Implementations§

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impl ClassifierScore<f64> for FittedGaussianProcessClassifier

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fn score( &self, x: &ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, y: &ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, ) -> Result<F, RustMlError>

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fn predict_proba(&self, x: &Array2<f64>) -> Result<Array2<f64>>

Auto Trait Implementations§

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impl Freeze for FittedGaussianProcessClassifier

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impl RefUnwindSafe for FittedGaussianProcessClassifier

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impl Send for FittedGaussianProcessClassifier

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impl Sync for FittedGaussianProcessClassifier

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impl Unpin for FittedGaussianProcessClassifier

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impl UnsafeUnpin for FittedGaussianProcessClassifier

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impl UnwindSafe for FittedGaussianProcessClassifier

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