Struct ModelComparison 

pub struct ModelComparison {
    pub model_a_name: String,
    pub model_b_name: String,
    pub model_a_f1: MetricWithVariance,
    pub model_b_f1: MetricWithVariance,
    pub f1_difference: f64,
    pub t_statistic: f64,
    pub p_value: f64,
    pub significant_at_05: bool,
    pub winner: Option<String>,
}

Result of comparing two models.

Fields

model_a_name: String

Name of first model

model_b_name: String

Name of second model

model_a_f1: MetricWithVariance

F1 of first model with variance

model_b_f1: MetricWithVariance

F1 of second model with variance

f1_difference: f64

Difference in mean F1 (A - B)

t_statistic: f64

T-statistic from paired t-test

p_value: f64

P-value

significant_at_05: bool

Whether difference is significant at p < 0.05

winner: Option<String>

Winner (if significant)

Trait Implementations

impl Clone for ModelComparison

fn clone(&self) -> ModelComparison

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelComparison

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelComparison

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for ModelComparison

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

Formats the value using the given formatter.

impl Serialize for ModelComparison

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

where __S: Serializer,

Serialize this value into the given Serde serializer.