Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization Methods.
Marco HülsmannChristoph M. FriedrichPublished in: MLDM (2007)
Keyphrases
- multi class
- optimization methods
- optimization problems
- perceptron algorithm
- multiclass classification
- optimization method
- multiclass problems
- multiple classes
- binary classifiers
- binary classification
- simulated annealing
- support vector machine
- error correcting output codes
- multi class classification
- global convergence
- mistake bound
- cost sensitive classification
- stochastic methods
- pairwise
- efficient optimization
- cost sensitive
- binary classification problems
- feature selection
- multiclass learning
- data sets
- metaheuristic
- evolutionary algorithm
- learning algorithm
- machine learning