autoprognosis.plugins.ensemble package

Submodules

• autoprognosis.plugins.ensemble.classifiers module
  • AggregatingEnsemble
    • AggregatingEnsemble.enable_explainer()
    • AggregatingEnsemble.explain()
    • AggregatingEnsemble.fit()
    • AggregatingEnsemble.is_fitted()
    • AggregatingEnsemble.load()
    • AggregatingEnsemble.name()
    • AggregatingEnsemble.predict()
    • AggregatingEnsemble.predict_proba()
    • AggregatingEnsemble.save()
    • AggregatingEnsemble.score()
  • BaseEnsemble
    • BaseEnsemble.enable_explainer()
    • BaseEnsemble.explain()
    • BaseEnsemble.fit()
    • BaseEnsemble.is_fitted()
    • BaseEnsemble.load()
    • BaseEnsemble.name()
    • BaseEnsemble.predict()
    • BaseEnsemble.predict_proba()
    • BaseEnsemble.save()
    • BaseEnsemble.score()
  • StackingEnsemble
    • StackingEnsemble.enable_explainer()
    • StackingEnsemble.explain()
    • StackingEnsemble.fit()
    • StackingEnsemble.is_fitted()
    • StackingEnsemble.load()
    • StackingEnsemble.name()
    • StackingEnsemble.predict()
    • StackingEnsemble.predict_proba()
    • StackingEnsemble.save()
    • StackingEnsemble.score()
  • WeightedEnsemble
    • WeightedEnsemble.enable_explainer()
    • WeightedEnsemble.explain()
    • WeightedEnsemble.fit()
    • WeightedEnsemble.is_fitted()
    • WeightedEnsemble.load()
    • WeightedEnsemble.name()
    • WeightedEnsemble.predict()
    • WeightedEnsemble.predict_proba()
    • WeightedEnsemble.save()
    • WeightedEnsemble.score()
  • WeightedEnsembleCV
    • WeightedEnsembleCV.enable_explainer()
    • WeightedEnsembleCV.explain()
    • WeightedEnsembleCV.fit()
    • WeightedEnsembleCV.is_fitted()
    • WeightedEnsembleCV.load()
    • WeightedEnsembleCV.name()
    • WeightedEnsembleCV.predict()
    • WeightedEnsembleCV.predict_proba()
    • WeightedEnsembleCV.predict_proba_with_uncertainity()
    • WeightedEnsembleCV.save()
    • WeightedEnsembleCV.score()
• autoprognosis.plugins.ensemble.combos module
  • BaseAggregator
    • BaseAggregator.fit()
    • BaseAggregator.fit_predict()
    • BaseAggregator.get_params()
    • BaseAggregator.predict()
    • BaseAggregator.predict_proba()
    • BaseAggregator.set_params()
  • SimpleClassifierAggregator
    • SimpleClassifierAggregator.fit()
    • SimpleClassifierAggregator.fit_predict()
    • SimpleClassifierAggregator.get_params()
    • SimpleClassifierAggregator.predict()
    • SimpleClassifierAggregator.predict_proba()
    • SimpleClassifierAggregator.set_params()
  • Stacking
    • Stacking.fit()
    • Stacking.fit_predict()
    • Stacking.get_params()
    • Stacking.predict()
    • Stacking.predict_proba()
    • Stacking.set_params()
  • average()
  • list_diff()
  • majority_vote()
  • maximization()
  • median()
  • score_to_proba()
  • split_datasets()
• autoprognosis.plugins.ensemble.regression module
  • BaseRegressionEnsemble
    • BaseRegressionEnsemble.enable_explainer()
    • BaseRegressionEnsemble.explain()
    • BaseRegressionEnsemble.fit()
    • BaseRegressionEnsemble.is_fitted()
    • BaseRegressionEnsemble.load()
    • BaseRegressionEnsemble.name()
    • BaseRegressionEnsemble.predict()
    • BaseRegressionEnsemble.save()
  • WeightedRegressionEnsemble
    • WeightedRegressionEnsemble.enable_explainer()
    • WeightedRegressionEnsemble.explain()
    • WeightedRegressionEnsemble.fit()
    • WeightedRegressionEnsemble.is_fitted()
    • WeightedRegressionEnsemble.load()
    • WeightedRegressionEnsemble.name()
    • WeightedRegressionEnsemble.predict()
    • WeightedRegressionEnsemble.save()
• autoprognosis.plugins.ensemble.risk_estimation module
  • RiskEnsemble
    • RiskEnsemble.enable_explainer()
    • RiskEnsemble.explain()
    • RiskEnsemble.fit()
    • RiskEnsemble.is_fitted()
    • RiskEnsemble.name()
    • RiskEnsemble.predict()
  • RiskEnsembleCV
    • RiskEnsembleCV.enable_explainer()
    • RiskEnsembleCV.explain()
    • RiskEnsembleCV.fit()
    • RiskEnsembleCV.is_fitted()
    • RiskEnsembleCV.name()
    • RiskEnsembleCV.predict()
    • RiskEnsembleCV.predict_with_uncertainty()