Struct TrainingMetadata 

pub struct TrainingMetadata {
    pub n_train: usize,
    pub n_validation: usize,
    pub n_test: usize,
    pub n_estimators: usize,
    pub max_depth: Option<usize>,
    pub n_features: usize,
    pub n_classes: usize,
    pub train_accuracy: f32,
    pub validation_accuracy: f32,
    pub test_accuracy: Option<f32>,
}

Metadata about model training

Fields

n_train: usize

Number of training examples

n_validation: usize

Number of validation examples

n_test: usize

Number of test examples

n_estimators: usize

Number of trees in Random Forest

max_depth: Option<usize>

Maximum tree depth

n_features: usize

Number of TF-IDF features

n_classes: usize

Number of classes

train_accuracy: f32

Training accuracy

validation_accuracy: f32

Validation accuracy

test_accuracy: Option<f32>

Test accuracy (optional - set after evaluation)

Trait Implementations

impl Clone for TrainingMetadata

fn clone(&self) -> TrainingMetadata

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TrainingMetadata

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TrainingMetadata

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TrainingMetadata

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

where __S: Serializer,

Serialize this value into the given Serde serializer.