Struct LeaderTreeModel 

pub struct LeaderTreeModel<F: Float> {
    pub tree: LeaderTree<F>,
    pub threshold: F,
    pub metric: String,
}

Leader Tree clustering model that can be serialized

Fields

tree: LeaderTree<F>

Root of the leader tree

threshold: F

Threshold parameter

metric: String

Distance metric used

Trait Implementations

impl<F: Clone + Float> Clone for LeaderTreeModel<F>

fn clone(&self) -> LeaderTreeModel<F>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<F: Debug + Float> Debug for LeaderTreeModel<F>

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

Formats the value using the given formatter.

impl<'de, F> Deserialize<'de> for LeaderTreeModel<F>

where F: Deserialize<'de> + Float,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl<F: Float + Serialize + for<'de> Deserialize<'de>> SerializableModel for LeaderTreeModel<F>

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<F> Serialize for LeaderTreeModel<F>

where F: Serialize + Float,

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

where __S: Serializer,

Serialize this value into the given Serde serializer.