[MRG] Prediction variance in bagging-based regressors#3645

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jmetzen wants to merge 9 commits intoscikit-learn:masterfrom

jmetzen:variance_ensemble_regressors

Commits on Sep 7, 2014

ENH Predictive standard deviation optionally returned in Random Forest and Bagging regressors
Jan Hendrik Metzen
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REFACTOR Add option with_std to GaussianProcess.predict
Jan Hendrik Metzen
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REFACTOR Tests and examples of GaussianProcess use with_std instead of eval_MSE
Jan Hendrik Metzen
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ADD Example comparing the predictive distributions of different regressors
Jan Hendrik Metzen
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DOC Improved documentation of with_std parameter of predict() method
Jan Hendrik Metzen
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FIX Bug in BaggingRegressor using _parallel_predict_regression
Jan Hendrik Metzen
committed

Commits on Sep 8, 2014

DOC More consistent documentation of optional return-value y_std of predict
Jan Hendrik Metzen
committed

Commits on Sep 14, 2014

DOC Updated doc of predict() of BaggingRegressor and RandomForestRegressor
Jan Hendrik Metzen
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ENH Extending example plot_predictive_standard_deviation.py
Jan Hendrik Metzen
committed