meridian.model.eda.eda_outcome.PairwiseCorrArtifact

Encapsulates artifacts from a single pairwise correlation analysis.

Inherits From: AnalysisArtifact

meridian.model.eda.eda_outcome.PairwiseCorrArtifact(
    level: meridian.model.eda.eda_outcome.AnalysisLevel,
    corr_matrix: xr.DataArray,
    extreme_corr_var_pairs: pd.DataFrame,
    extreme_corr_threshold: float
)

corr_matrix Pairwise correlation matrix.
extreme_corr_var_pairs DataFrame of variable pairs exceeding the correlation threshold. Includes 'correlation' and 'abs_correlation' columns, and is sorted by 'abs_correlation' in descending order.
extreme_corr_threshold The threshold used to identify extreme correlation pairs.
level Dataclass field

Methods

__eq__

__eq__(
    other
)

Return self==value.