Struct OverfittingDetector 

pub struct OverfittingDetector { /* private fields */ }

Overfitting detector for time series data

Implementations

impl OverfittingDetector

pub fn new() -> Self

Create a new overfitting detector

pub fn with_config(config: ComplexityAnalysisConfig) -> Self

Create with custom configuration

pub fn detect_from_learning_curve( &self, train_sizes: &[usize], train_scores: &[f64], val_scores: &[f64], ) -> Result<bool>

Detect overfitting using learning curves

pub fn detect_from_validation_curve( &self, param_values: &[f64], train_scores: &[f64], val_scores: &[f64], ) -> Result<(bool, Option<f64>)>

Detect overfitting using validation curves

Trait Implementations

impl Default for OverfittingDetector

fn default() -> Self

Returns the “default value” for a type.