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- Gradient_boosting abstract "Gradient boosting is a machine learning technique for regression and classification problems, which produces a prediction model in the form of an ensemble of weak prediction models, typically decision trees. It builds the model in a stage-wise fashion like other boosting methods do, and it generalizes them by allowing optimization of an arbitrary differentiable loss function.The idea of gradient boosting originated in the observation by Leo Breiman that boosting can be interpreted as an optimization algorithm on a suitable cost function. Explicit regression gradient boosting algorithms were subsequently developed by Jerome H. Friedman simultaneously with the more general functional gradient boosting perspective of Llew Mason, Jonathan Baxter, Peter Bartlett and Marcus Frean.The latter two papers introduced the abstract view of boosting algorithms as iterative functional gradient descent algorithms. That is, algorithms that optimize a cost function over function space by iteratively choosing a function (weak hypothesis) that points in the negative gradient direction. This functional gradient view of boosting has led to the development of boosting algorithms in many areas of machine learning and statistics beyond regression and classification.".
- Gradient_boosting wikiPageID "26649339".
- Gradient_boosting wikiPageLength "18361".
- Gradient_boosting wikiPageOutDegree "42".
- Gradient_boosting wikiPageRevisionID "705752000".
- Gradient_boosting wikiPageWikiLink AdaBoost.
- Gradient_boosting wikiPageWikiLink Boosting_(machine_learning).
- Gradient_boosting wikiPageWikiLink Bootstrap_aggregating.
- Gradient_boosting wikiPageWikiLink Category:Decision_trees.
- Gradient_boosting wikiPageWikiLink Category:Ensemble_learning.
- Gradient_boosting wikiPageWikiLink Decision_stump.
- Gradient_boosting wikiPageWikiLink Decision_tree.
- Gradient_boosting wikiPageWikiLink Decision_tree_learning.
- Gradient_boosting wikiPageWikiLink Differentiable_function.
- Gradient_boosting wikiPageWikiLink Empirical_risk_minimization.
- Gradient_boosting wikiPageWikiLink Ensemble_learning.
- Gradient_boosting wikiPageWikiLink Gradient_descent.
- Gradient_boosting wikiPageWikiLink Greedy_algorithm.
- Gradient_boosting wikiPageWikiLink Indicator_function.
- Gradient_boosting wikiPageWikiLink Interaction_(statistics).
- Gradient_boosting wikiPageWikiLink Jerome_H._Friedman.
- Gradient_boosting wikiPageWikiLink Joint_probability_distribution.
- Gradient_boosting wikiPageWikiLink Learning_to_rank.
- Gradient_boosting wikiPageWikiLink Leo_Breiman.
- Gradient_boosting wikiPageWikiLink Line_search.
- Gradient_boosting wikiPageWikiLink Loss_function.
- Gradient_boosting wikiPageWikiLink Machine_learning.
- Gradient_boosting wikiPageWikiLink Mean_squared_error.
- Gradient_boosting wikiPageWikiLink Out-of-bag_error.
- Gradient_boosting wikiPageWikiLink Overfitting.
- Gradient_boosting wikiPageWikiLink R_(programming_language).
- Gradient_boosting wikiPageWikiLink Random_forest.
- Gradient_boosting wikiPageWikiLink Regression_analysis.
- Gradient_boosting wikiPageWikiLink Regularization_(mathematics).
- Gradient_boosting wikiPageWikiLink Statistical_classification.
- Gradient_boosting wikiPageWikiLink Supervised_learning.
- Gradient_boosting wikiPageWikiLink Xgboost.
- Gradient_boosting wikiPageWikiLink Yahoo!.
- Gradient_boosting wikiPageWikiLink Yandex.
- Gradient_boosting wikiPageWikiLinkText "Boosted Stumps".
- Gradient_boosting wikiPageWikiLinkText "Gradient boosting".
- Gradient_boosting wikiPageWikiLinkText "Gradient boosting#Gradient tree boosting".
- Gradient_boosting wikiPageWikiLinkText "Gradient boosting#Names".
- Gradient_boosting wikiPageWikiLinkText "Gradient boosting#Stochastic gradient boosting".
- Gradient_boosting wikiPageWikiLinkText "Gradient_boosting#Gradient_tree_boosting".
- Gradient_boosting wikiPageWikiLinkText "boosted decision trees".
- Gradient_boosting wikiPageWikiLinkText "gradient boosting".
- Gradient_boosting wikiPageUsesTemplate Template:Frame-footer.
- Gradient_boosting wikiPageUsesTemplate Template:Framebox.
- Gradient_boosting wikiPageUsesTemplate Template:Mvar.
- Gradient_boosting wikiPageUsesTemplate Template:Reflist.
- Gradient_boosting subject Category:Decision_trees.
- Gradient_boosting subject Category:Ensemble_learning.
- Gradient_boosting hypernym Machine.
- Gradient_boosting type Software.
- Gradient_boosting type Algorithm.
- Gradient_boosting type Redirect.
- Gradient_boosting comment "Gradient boosting is a machine learning technique for regression and classification problems, which produces a prediction model in the form of an ensemble of weak prediction models, typically decision trees.".
- Gradient_boosting label "Gradient boosting".
- Gradient_boosting sameAs Q5591907.
- Gradient_boosting sameAs m.0bh7mq_.
- Gradient_boosting sameAs Q5591907.
- Gradient_boosting wasDerivedFrom Gradient_boosting?oldid=705752000.
- Gradient_boosting isPrimaryTopicOf Gradient_boosting.