Struct CorrelationAnalysis 

pub struct CorrelationAnalysis {
    pub correlation_matrices: HashMap<CorrelationType, Array2<Float>>,
    pub cross_task_correlations: HashMap<(String, String), Array2<Float>>,
    pub within_task_correlations: HashMap<String, Array2<Float>>,
    pub partial_correlations: Option<HashMap<CorrelationType, Array2<Float>>>,
    pub output_info: HashMap<String, usize>,
    pub combined_outputs: Array2<Float>,
    pub output_indices: HashMap<String, (usize, usize)>,
}

Correlation analysis results

Fields

correlation_matrices: HashMap<CorrelationType, Array2<Float>>

Correlation matrices for each correlation type

cross_task_correlations: HashMap<(String, String), Array2<Float>>

Cross-task correlation analysis

within_task_correlations: HashMap<String, Array2<Float>>

Within-task correlation analysis

partial_correlations: Option<HashMap<CorrelationType, Array2<Float>>>

Partial correlation matrices

output_info: HashMap<String, usize>

Output names and dimensions

combined_outputs: Array2<Float>

Combined output matrix used for analysis

output_indices: HashMap<String, (usize, usize)>

Output indices for each task

Implementations

impl CorrelationAnalysis

pub fn get_correlation( &self, output1: &str, output2: &str, correlation_type: &CorrelationType, ) -> Option<Float>

Get correlation between two specific outputs

pub fn get_strong_correlations( &self, correlation_type: &CorrelationType, threshold: Float, ) -> Vec<(String, String, Float)>

Get strongest correlations above threshold

pub fn correlation_summary( &self, correlation_type: &CorrelationType, ) -> Option<(Float, Float, Float, Float)>

Get summary statistics for correlations

Trait Implementations

impl Clone for CorrelationAnalysis

fn clone(&self) -> CorrelationAnalysis

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CorrelationAnalysis

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

Formats the value using the given formatter.