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MetaLearningAlgorithm

scirs2_cluster::ensemble::advanced

Enum MetaLearningAlgorithm 

Source 
pub enum MetaLearningAlgorithm {
    NeuralNetwork {
        hidden_layers: Vec<usize>,
    },
    RandomForest {
        n_trees: usize,
        max_depth: usize,
    },
    GradientBoosting {
        n_estimators: usize,
        max_depth: usize,
    },
    Linear {
        regularization: f64,
    },
}
Expand description

Meta-learning algorithms for ensemble combination

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NeuralNetwork

Neural network meta-learner

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§hidden_layers: Vec<usize>
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RandomForest

Random forest meta-learner

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§n_trees: usize
§max_depth: usize
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GradientBoosting

Gradient boosting meta-learner

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§n_estimators: usize
§max_depth: usize
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Linear

Linear meta-learner

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§regularization: f64

Trait Implementations§

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impl Clone for MetaLearningAlgorithm

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fn clone(&self) -> MetaLearningAlgorithm

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 MetaLearningAlgorithm

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

Formats the value using the given formatter. Read more

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