Definition of Adaboost. Meaning of Adaboost. Synonyms of Adaboost

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Definition of Adaboost

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Meaning of Adaboost from wikipedia

- AdaBoost (short for Adaptive Boosting) is a statistical classification meta-algorithm formulated by Yoav Freund and Robert Schapire in 1995, who won the...
- jboost; AdaBoost, LogitBoost, RobustBoost, Boostexter and alternating decision trees R package adabag: Applies Multiclass AdaBoost.M1, AdaBoost-SAMME and...
- Talpiot program of the Israeli army. He is best known for his work on the AdaBoost algorithm, an ensemble learning algorithm which is used to combine many...
- discovered repeatedly in very diverse fields such as machine learning (AdaBoost, Winnow, Hedge), optimization (solving linear programs), theoretical computer...
- classifier. CoBoosting accomplishes this feat by borrowing concepts from AdaBoost. In both CoTrain and CoBoost the training and testing example sets must...
- essentially a boosted feature learning algorithm, trained by running a modified AdaBoost algorithm on Haar feature classifiers to find a sequence of classifiers...
- machine learning methods like kernel regression, support vector machines, AdaBoost, structured estimation, among others. For computer vision in particular...
- GarcĂ­a, N. (2012). "adabag: An R package for classification with AdaBoost.M1, AdaBoost-SAMME and Bagging". {{cite journal}}: Cite journal requires |journal=...
- learner. It has been shown, for several boosting algorithms (including AdaBoost), that regularization via early stopping can provide guarantees of consistency...
- simulated annealing, adaptive coordinate descent, adaptive quadrature, AdaBoost, Adagrad, Adadelta, RMSprop, and Adam. In data compression, adaptive coding...