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## Classes | |

class | CLPBoost |

## Defines | |

#define | IGNORE_IN_CLASSLIST |

Class LPBoost trains a linear classifier called Linear Programming Machine, i.e. a SVM using a norm regularizer. |

#define IGNORE_IN_CLASSLIST |

Class LPBoost trains a linear classifier called Linear Programming Machine, i.e. a SVM using a norm regularizer.

It solves the following optimization problem using Boosting on the input features:

Note that currently CPLEX is required to solve this problem. This implementation is faster than solving the linear program directly in CPLEX (as was done in CLPM).

**See also:**- CLPM

SHOGUN Machine Learning Toolbox - Documentation