adaboost.hpp File Reference

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Classes
struct	version< mlpack::adaboost::AdaBoost< WeakLearnerType, MatType > >
class	AdaBoost< WeakLearnerType, MatType >
	The AdaBoost class. More...

Namespaces
	boost
	Set the serialization version of the adaboost class.
	boost::serialization
	mlpack
	.hpp
	mlpack::adaboost

Detailed Description

Author

Udit Saxena

The AdaBoost class. AdaBoost is a boosting algorithm, meaning that it combines an ensemble of weak learners to produce a strong learner. For more information on AdaBoost, see the following paper:

* @article{schapire1999improved,
*   author = {Schapire, Robert E. and Singer, Yoram},
*   title = {Improved Boosting Algorithms Using Confidence-rated Predictions},
*   journal = {Machine Learning},
*   volume = {37},
*   number = {3},
*   month = dec,
*   year = {1999},
*   issn = {0885-6125},
*   pages = {297--336},
* }
* 

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file adaboost.hpp.