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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).