API Documentation

This is the full API documentation of the PyMFE package.

`pymfe.mfe`: Meta-feature extractor

Main module for extracting metafeatures from datasets.

mfe.MFE([groups, features, summary, ...])

Core class for metafeature extraction.

`pymfe.general`: General Meta-features

A module dedicated to the extraction of general metafeatures.

general.MFEGeneral()

Keep methods for metafeatures of General/Simple group.

`pymfe.statistical`: Statistical Meta-features

A module dedicated to the extraction of statistical metafeatures.

statistical.MFEStatistical()

Keep methods for metafeatures of Statistical group.

`pymfe.info_theory`: Information theory Meta-features

A module dedicated to the extraction of Information Theoretic Metafeatures.

info_theory.MFEInfoTheory()

Keeps methods for metafeatures of Information Theory group.

`pymfe.model_based`: Model-based Meta-features

Module dedicated to extraction of model-based metafeatures.

model_based.MFEModelBased()

Keep methods for metafeatures of model-based group.

`pymfe.landmarking`: Landmarking Meta-features

Module dedicated to extraction of landmarking metafeatures.

landmarking.MFELandmarking()

Keep methods for metafeatures of landmarking group.

`pymfe.relative`: Relative Landmarking Meta-features

Module dedicated to extraction of relative landmarking metafeatures.

relative.MFERelativeLandmarking()

Keep methods for metafeatures of landmarking group.

`pymfe.clustering`: Clustering Meta-features

A module dedicated to the extraction of clustering metafeatures.

clustering.MFEClustering()

Keep methods for metafeatures of Clustering group.

`pymfe.concept`: Concept Meta-features

Module dedicated to extraction of Concept Metafeatures.

concept.MFEConcept()

Keep methods for metafeatures of Concept group.

`pymfe.itemset`: Itemset Meta-features

Module dedicated to extraction of itemset metafeatures.

itemset.MFEItemset()

Keep methods for metafeatures of Itemset group.

`pymfe.complexity`: Complexity Meta-features

Module dedicated to extraction of complexity metafeatures.

complexity.MFEComplexity()

Keep methods for metafeatures of Complexity group.

API Documentation

pymfe.mfe: Meta-feature extractor

pymfe.general: General Meta-features

pymfe.statistical: Statistical Meta-features

pymfe.info_theory: Information theory Meta-features

pymfe.model_based: Model-based Meta-features

pymfe.landmarking: Landmarking Meta-features

pymfe.relative: Relative Landmarking Meta-features

pymfe.clustering: Clustering Meta-features

pymfe.concept: Concept Meta-features

pymfe.itemset: Itemset Meta-features

pymfe.complexity: Complexity Meta-features