Struct BaselineResult 

pub struct BaselineResult {
    pub task: BaselineTask,
    pub algorithm: BaselineAlgorithm,
    pub classification_metrics: Option<ClassificationMetrics>,
    pub regression_metrics: Option<RegressionMetrics>,
    pub ranking_metrics: Option<RankingMetrics>,
    pub training_time_secs: f64,
    pub inference_time_ms: f64,
    pub train_samples: usize,
    pub test_samples: usize,
    pub grade: PerformanceGrade,
}

Baseline task results.

Fields

task: BaselineTask

Task that was evaluated.

algorithm: BaselineAlgorithm

Algorithm used.

classification_metrics: Option<ClassificationMetrics>

Classification metrics (if applicable).

regression_metrics: Option<RegressionMetrics>

Regression metrics (if applicable).

ranking_metrics: Option<RankingMetrics>

Ranking metrics (if applicable).

training_time_secs: f64

Training time in seconds.

inference_time_ms: f64

Inference time per sample in milliseconds.

train_samples: usize

Number of samples used for training.

test_samples: usize

Number of samples used for testing.

grade: PerformanceGrade

Performance grade (excellent, good, acceptable, poor).

Trait Implementations

impl Clone for BaselineResult

fn clone(&self) -> BaselineResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BaselineResult

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for BaselineResult

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for BaselineResult

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

where __S: Serializer,

Serialize this value into the given Serde serializer.