Struct TrainedMultiTaskDiscriminantLearning 

pub struct TrainedMultiTaskDiscriminantLearning { /* private fields */ }

Trained multi-task discriminant learning model

Implementations

impl TrainedMultiTaskDiscriminantLearning

pub fn shared_components(&self) -> &Array2<Float>

Get the shared components

pub fn task_components(&self, task_id: usize) -> Option<&Array2<Float>>

Get task-specific components for a task

pub fn global_classes(&self) -> &[i32]

Get global classes

pub fn tasks(&self) -> &[Task]

Get task information

pub fn task_weights(&self) -> &[Float]

Get task weights

pub fn predict_task( &self, x: &Array2<Float>, task_id: usize, ) -> Result<Array1<i32>>

Predict for a specific task

pub fn predict_proba_task( &self, x: &Array2<Float>, task_id: usize, ) -> Result<Array2<Float>>

Predict probabilities for a specific task

pub fn transform_task( &self, x: &Array2<Float>, task_id: usize, ) -> Result<Array2<Float>>

Transform data for a specific task using shared and task-specific components

pub fn transform_shared(&self, x: &Array2<Float>) -> Result<Array2<Float>>

Transform data using only shared components

pub fn add_task(&mut self, task: Task) -> Result<usize>

Add a new task (transfer learning)

Trait Implementations

impl Debug for TrainedMultiTaskDiscriminantLearning

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

Formats the value using the given formatter.