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AlgorithmSelectionResult

scirs2_cluster::tuning::selection

Struct AlgorithmSelectionResult 

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pub struct AlgorithmSelectionResult {
    pub best_algorithm: ClusteringAlgorithm,
    pub best_parameters: HashMap<String, f64>,
    pub best_score: f64,
    pub algorithm_results: HashMap<ClusteringAlgorithm, TuningResult>,
    pub total_time: f64,
    pub recommendations: Vec<String>,
}
Expand description

Result of automatic algorithm selection

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§best_algorithm: ClusteringAlgorithm

Best algorithm found

§best_parameters: HashMap<String, f64>

Best parameters for the algorithm

§best_score: f64

Best score achieved

§algorithm_results: HashMap<ClusteringAlgorithm, TuningResult>

Results for all algorithms tested

§total_time: f64

Total time spent on selection

§recommendations: Vec<String>

Recommendations for the dataset

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impl Clone for AlgorithmSelectionResult

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fn clone(&self) -> AlgorithmSelectionResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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

Formats the value using the given formatter. Read more

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