API Reference

API Reference:

• Core Module
  • DataProcessor
  • Feature
  • StabilityNovovicova
  • ParetoAnalysis
• Mergers Module
  • MergingStrategy
  • BordaMerger
  • UnionOfIntersectionsMerger
  • L2NormMerger
  • ArithmeticMeanMerger
  • ConsensusMerger
• Feature Selectors Module
  • FeatureSelector
  • FStatisticSelector
  • MutualInfoSelector
  • RandomForestSelector
  • SVMSelector
  • XGBoostSelector
  • LassoSelector
  • ElasticNetSelector
  • VarianceSelector
  • MRMRSelector
  • variance_selector_default()
• Feature Selection Pipeline
  • FeatureSelectionPipeline
• Metrics
  • BaseMetric
  • RegressionMetric
  • R2Score
  • MeanAbsoluteError
  • MeanSquaredError
  • ClassificationMetric
  • LogLoss
  • F1Score
  • Accuracy
  • PrecisionScore
  • RecallScore
  • compute_stability_metrics()
  • _jaccard()
  • diversity_agreement()