Struct MeanShiftModel 

pub struct MeanShiftModel {
    pub cluster_centers: Array2<f64>,
    pub bandwidth: f64,
    pub labels: Option<Array1<usize>>,
}

Mean Shift model that can be serialized

Fields

cluster_centers: Array2<f64>

Cluster centers

bandwidth: f64

Bandwidth parameter

labels: Option<Array1<usize>>

Cluster labels (optional)

Implementations

impl MeanShiftModel

pub fn new( cluster_centers: Array2<f64>, bandwidth: f64, labels: Option<Array1<usize>>, ) -> Self

Create a new Mean Shift model

pub fn n_clusters(&self) -> usize

Get number of clusters

Trait Implementations

impl Clone for MeanShiftModel

fn clone(&self) -> MeanShiftModel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MeanShiftModel

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for MeanShiftModel

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl SerializableModel for MeanShiftModel

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 MeanShiftModel

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

where __S: Serializer,

Serialize this value into the given Serde serializer.