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OOB Errors for Random Forests — scikit-le...
OOB Errors for Random Forests # The...(x_i, y_i)\) . The out-of-bag (OOB) error is the average error for...scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html -
auto_examples_jupyter.zip
\nOOB estimates are almost identical...for repeated model\nfitting.\nOOB estimates are only available...scikit-learn.org/stable/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip -
Gradient Boosting Out-of-Bag estimates — ...
Related examples OOB Errors for Random Forests OOB Errors for Random...Out-of-Bag estimates # Out-of-bag (OOB) estimates can be a useful heuristic...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
RandomForestClassifier — scikit-learn 1.8...
out-of-bag (OOB) error estimation, see the example OOB Errors for...Inductive Clustering OOB Errors for Random Forests OOB Errors for Random...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html -
Ensemble methods — scikit-learn 1.8.0 doc...
Decision Trees OOB Errors for Random Forests OOB Errors for Random...scikit-learn.org/stable/auto_examples/ensemble/index.html -
make_classification — scikit-learn 1.8.0 ...
Classifier comparison OOB Errors for Random Forests OOB Errors for Random...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_classification.html -
Release Highlights for scikit-learn 1.4 —...
illustration of out-of-bag (OOB) error estimation, see the example...illustration of out-of-bag (OOB) error estimation, see the example...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_4_0.html -
Version 0.14 — scikit-learn 1.7.2 documen...
oob_improvement_ rather than the OOB score for model selection. An...example that shows how to use OOB estimates to select the number...scikit-learn.org/stable/whats_new/v0.14.html -
ExtraTreesRegressor — scikit-learn 1.8.0 ...
out-of-bag (OOB) error estimation, see the example OOB Errors for...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
Probability Calibration for 3-class classificat...
illustration of out-of-bag (OOB) error estimation, see the example...illustration of out-of-bag (OOB) error estimation, see the example...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_multiclass.html