ExperimentResults

scirs2_datasets::ml_integration

Struct ExperimentResults 

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pub struct ExperimentResults {
    pub training_score: f64,
    pub validation_score: f64,
    pub test_score: Option<f64>,
    pub training_time: f64,
    pub inference_time: Option<f64>,
    pub feature_importance: Option<Vec<(String, f64)>>,
}
Expand description

Experiment results

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§training_score: f64

Score on training data

§validation_score: f64

Score on validation data

§test_score: Option<f64>

Score on test data (if available)

§training_time: f64

Time taken for training (in seconds)

§inference_time: Option<f64>

Average inference time per sample (in milliseconds)

§feature_importance: Option<Vec<(String, f64)>>

Feature importance scores

Trait Implementations§

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impl Clone for ExperimentResults

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fn clone(&self) -> ExperimentResults

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ExperimentResults

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for ExperimentResults

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for ExperimentResults

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

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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