Enum ModelSelectionCriteria 

pub enum ModelSelectionCriteria {
    HighestMean,
    OneStandardError,
    StatisticalSignificance,
    MostConsistent,
    Weighted {
        mean_weight: f64,
        std_weight: f64,
        consistency_weight: f64,
    },
}

Model selection criteria

Variants

HighestMean

Select model with highest mean CV score

OneStandardError

Select model with highest mean score within 1 std error of best

StatisticalSignificance

Select based on statistical significance

MostConsistent

Select most consistent model (lowest CV std)

Weighted

Custom criteria with weights

Fields

mean_weight: f64

std_weight: f64

consistency_weight: f64

Trait Implementations

impl Clone for ModelSelectionCriteria

fn clone(&self) -> ModelSelectionCriteria

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelSelectionCriteria

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

Formats the value using the given formatter.

impl Display for ModelSelectionCriteria

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

Formats the value using the given formatter.

impl PartialEq for ModelSelectionCriteria

fn eq(&self, other: &ModelSelectionCriteria) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ModelSelectionCriteria