Struct linfa_hierarchical::ValidHierarchicalCluster

pub struct ValidHierarchicalCluster<T: Float> { /* fields omitted */ }

Checked version of HierarchicalCluster

Trait Implementations

impl<T: Float> Default for ValidHierarchicalCluster<T>

Initialize hierarchical clustering, which averages in-cluster points and stops when two clusters are reached.

fn default() -> Self

Returns the “default value” for a type.

impl<F: Float, T> Transformer<DatasetBase<KernelBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize, Global>, Vec<usize, Global>, Vec<F, Global>, usize>>, T>, DatasetBase<KernelBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize, Global>, Vec<usize, Global>, Vec<F, Global>, usize>>, Vec<usize, Global>>> for ValidHierarchicalCluster<F>

fn transform(
    &self,
    dataset: DatasetBase<Kernel<F>, T>
) -> DatasetBase<Kernel<F>, Vec<usize>>

Perform hierarchical clustering of a similarity matrix

Returns the class id for each data point

impl<F: Float> Transformer<KernelBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize, Global>, Vec<usize, Global>, Vec<F, Global>, usize>>, DatasetBase<KernelBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize, Global>, Vec<usize, Global>, Vec<F, Global>, usize>>, Vec<usize, Global>>> for ValidHierarchicalCluster<F>

fn transform(&self, kernel: Kernel<F>) -> DatasetBase<Kernel<F>, Vec<usize>>

Perform hierarchical clustering of a similarity matrix

Returns the class id for each data point