DatasetStatistics

optirs_core::research::experiments

Struct DatasetStatistics 

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pub struct DatasetStatistics {
    pub feature_means: Vec<f64>,
    pub feature_stds: Vec<f64>,
    pub feature_ranges: Vec<(f64, f64)>,
    pub class_distribution: Option<HashMap<String, usize>>,
    pub missing_values: Vec<usize>,
    pub correlation_matrix: Option<Array2<f64>>,
}
Expand description

Dataset statistics

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§feature_means: Vec<f64>

Feature means

§feature_stds: Vec<f64>

Feature standard deviations

§feature_ranges: Vec<(f64, f64)>

Feature ranges

§class_distribution: Option<HashMap<String, usize>>

Class distribution (for classification)

§missing_values: Vec<usize>

Missing value counts

§correlation_matrix: Option<Array2<f64>>

Correlation matrix

Trait Implementations§

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impl Clone for DatasetStatistics

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fn clone(&self) -> DatasetStatistics

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 DatasetStatistics

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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 DatasetStatistics

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fn default() -> DatasetStatistics

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

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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 DatasetStatistics

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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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