label_propagation

Struct CAMLP

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pub struct CAMLP { /* private fields */ }
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Core model in Confidence-Aware Modulated Label Propagation (CAMLP) [Yamaguchi+, SDM’16] https://epubs.siam.org/doi/pdf/10.1137/1.9781611974348.58

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impl CAMLP

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pub fn new(graph: ArrayBase<OwnedRepr<f32>, Ix2>) -> Self

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pub fn iter(self, num: usize) -> Self

Set the parameter for the iteration count

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pub fn beta(self, num: f32) -> Self

Set the parameter for the beta

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pub fn fit( &mut self, x: &ArrayBase<OwnedRepr<usize>, Ix1>, y: &ArrayBase<OwnedRepr<usize>, Ix1>, ) -> Result<(), Box<dyn Error>>

Fit the model to the data. x: index of node for label y: label index

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pub fn predict_proba( &mut self, target_node: &ArrayBase<OwnedRepr<usize>, Ix1>, ) -> ArrayBase<OwnedRepr<f32>, Ix2>

predict label score. target_node: node index

Auto Trait Implementations§

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impl Freeze for CAMLP

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impl RefUnwindSafe for CAMLP

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impl Send for CAMLP

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impl Sync for CAMLP

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impl Unpin for CAMLP

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impl UnwindSafe for CAMLP

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impl<T> Any for T
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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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