TrialResult

oxirs_vec::automl_optimization

Struct TrialResult 

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pub struct TrialResult {
    pub trial: OptimizationTrial,
    pub metrics: HashMap<OptimizationMetric, f32>,
    pub cross_validation_scores: Vec<f32>,
    pub training_time: Duration,
    pub evaluation_time: Duration,
    pub memory_peak_usage: usize,
    pub error_message: Option<String>,
    pub success: bool,
}
Expand description

Result of an AutoML optimization trial

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§trial: OptimizationTrial§metrics: HashMap<OptimizationMetric, f32>§cross_validation_scores: Vec<f32>§training_time: Duration§evaluation_time: Duration§memory_peak_usage: usize§error_message: Option<String>§success: bool

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impl Clone for TrialResult

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fn clone(&self) -> TrialResult

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 TrialResult

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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 TrialResult

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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 TrialResult

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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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