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AutoMLStats

oxirs_stream::automl_stream

Struct AutoMLStats 

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pub struct AutoMLStats {
    pub total_trials: u64,
    pub best_score: f64,
    pub total_training_time_secs: f64,
    pub ensemble_size: usize,
    pub best_algorithm: Option<Algorithm>,
    pub predictions_count: u64,
    pub avg_prediction_time_ms: f64,
}
Expand description

AutoML statistics

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§total_trials: u64

Total trials executed

§best_score: f64

Best model score

§total_training_time_secs: f64

Total training time (seconds)

§ensemble_size: usize

Number of models in ensemble

§best_algorithm: Option<Algorithm>

Current best algorithm

§predictions_count: u64

Number of predictions made

§avg_prediction_time_ms: f64

Average prediction time (ms)

Trait Implementations§

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impl Clone for AutoMLStats

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fn clone(&self) -> AutoMLStats

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 AutoMLStats

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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 Default for AutoMLStats

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for AutoMLStats

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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 AutoMLStats

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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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