Struct WeakSupervisionConfig 

pub struct WeakSupervisionConfig {
    pub aggregation: AggregationStrategy,
    pub min_confidence: f32,
    pub min_votes: usize,
    pub include_abstained: bool,
    pub default_label: i32,
}

Configuration for weak supervision.

Fields

aggregation: AggregationStrategy

Aggregation strategy.

min_confidence: f32

Minimum confidence threshold.

min_votes: usize

Minimum number of non-abstaining votes.

include_abstained: bool

Whether to include abstained samples with default label.

default_label: i32

Default label for fully-abstained samples.

Implementations

impl WeakSupervisionConfig

pub fn new() -> Self

Create a new configuration.

pub fn with_aggregation(self, strategy: AggregationStrategy) -> Self

Set aggregation strategy.

pub fn with_min_confidence(self, confidence: f32) -> Self

Set minimum confidence threshold.

pub fn with_min_votes(self, votes: usize) -> Self

Set minimum votes required.

pub fn with_include_abstained(self, include: bool, default_label: i32) -> Self

Enable including abstained samples.

Trait Implementations

impl Clone for WeakSupervisionConfig

fn clone(&self) -> WeakSupervisionConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for WeakSupervisionConfig

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

Formats the value using the given formatter.

impl Default for WeakSupervisionConfig

fn default() -> Self

Returns the “default value” for a type.