Struct AffinityPropagationModel 

pub struct AffinityPropagationModel {
    pub cluster_centers: Array2<f64>,
    pub labels: Array1<i32>,
    pub affinity_matrix: Array2<f64>,
    pub converged: bool,
    pub n_iter: usize,
}

Affinity Propagation model that can be serialized

Fields

cluster_centers: Array2<f64>

Cluster centers (exemplars)

labels: Array1<i32>

Cluster labels

affinity_matrix: Array2<f64>

Affinity matrix

converged: bool

Converged flag

n_iter: usize

Number of iterations

Implementations

impl AffinityPropagationModel

pub fn new( cluster_centers: Array2<f64>, labels: Array1<i32>, affinity_matrix: Array2<f64>, converged: bool, n_iter: usize, ) -> Self

Create a new Affinity Propagation model

pub fn n_clusters(&self) -> usize

Get number of clusters

Trait Implementations

impl Clone for AffinityPropagationModel

fn clone(&self) -> AffinityPropagationModel

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AffinityPropagationModel

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AffinityPropagationModel

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl SerializableModel for AffinityPropagationModel

fn save_to_file<P: AsRef<Path>>(&self, path: P) -> Result<()>

Save the model to a file

fn save_to_writer<W: Write>(&self, writer: W) -> Result<()>

Save the model to a writer

fn save_to_file_compressed<P: AsRef<Path>>(&self, path: P) -> Result<()>

Save the model to a file with compression

fn load_from_file_compressed<P: AsRef<Path>>(path: P) -> Result<Self>

Load the model from a compressed file

fn load_from_file<P: AsRef<Path>>(path: P) -> Result<Self>

Load the model from a file

fn load_from_reader<R: Read>(reader: R) -> Result<Self>

Load the model from a reader

impl Serialize for AffinityPropagationModel

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.