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PredictionErrorDisplay — scikit-learn 1.5.2 doc...
Gallery examples: Plotting Cross-Validated Predictions Release Highlights for scikit-learn 1.2 Combine predictors using stacking Lagged features for time series forecasting Time-related feature eng...scikit-learn.org/stable/modules/generated/sklearn.metrics.PredictionErrorDisplay.html -
RandomTreesEmbedding — scikit-learn 1.5.2 docum...
Gallery examples: Feature transformations with ensembles of trees Hashing feature transformation using Totally Random Trees Manifold learning on handwritten digits: Locally Linear Embedding, Isomap…scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomTreesEmbedding.html -
BaggingRegressor — scikit-learn 1.5.2 documenta...
Gallery examples: Single estimator versus bagging: bias-variance decompositionscikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html -
ExtraTreesClassifier — scikit-learn 1.5.2 docum...
Gallery examples: Hashing feature transformation using Totally Random Trees Plot the decision surfaces of ensembles of trees on the iris datasetscikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html -
auc — scikit-learn 1.5.2 documentation
Gallery examples: Species distribution modeling Poisson regression and non-normal loss Tweedie regression on insurance claims Multiclass Receiver Operating Characteristic (ROC) Precision-Recall Rec...scikit-learn.org/stable/modules/generated/sklearn.metrics.auc.html -
Inspection — scikit-learn 1.5.2 documentation
Examples related to the sklearn.inspection module. Common pitfalls in the interpretation of coefficients of linear models Failure of Machine Learning to infer causal effects Partial Dependence and ...scikit-learn.org/stable/auto_examples/inspection/index.html -
OneVsRestClassifier — scikit-learn 1.5.2 docume...
Gallery examples: Plot classification probability Multiclass sparse logistic regression on 20newgroups Plot multinomial and One-vs-Rest Logistic Regression Multilabel classification Multiclass Rece...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsRestClassifier.html -
OneVsOneClassifier — scikit-learn 1.5.2 documen...
Gallery examples: Overview of multiclass training meta-estimatorsscikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsOneClassifier.html -
OneHotEncoder — scikit-learn 1.5.2 documentation
Gallery examples: Release Highlights for scikit-learn 1.5 Release Highlights for scikit-learn 1.4 Release Highlights for scikit-learn 1.1 Release Highlights for scikit-learn 1.0 Release Highlights ...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OneHotEncoder.html -
StratifiedGroupKFold — scikit-learn 1.5.2 docum...
Gallery examples: Visualizing cross-validation behavior in scikit-learnscikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedGroupKFold.html