Struct LabelEncoder 

pub struct LabelEncoder;

Encodes string labels as integer indices.

Maps each unique label to a unique integer in sorted order. This is useful for converting categorical target labels to numeric form for model training.

Unlike the numeric transformers, LabelEncoder works on string slices rather than float arrays, so it does not implement FitUnsupervised.

Implementations

impl LabelEncoder

pub fn new() -> LabelEncoder

Create a new LabelEncoder.

pub fn fit(&self, labels: &[String]) -> Result<FittedLabelEncoder, RustMlError>

Fit the encoder on the given labels, learning the vocabulary.

Trait Implementations

impl Clone for LabelEncoder

fn clone(&self) -> LabelEncoder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LabelEncoder

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

Formats the value using the given formatter.

impl Default for LabelEncoder

fn default() -> LabelEncoder

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for LabelEncoder

fn deserialize<__D>( __deserializer: __D, ) -> Result<LabelEncoder, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LabelEncoder

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

where __S: Serializer,

Serialize this value into the given Serde serializer.