Controlling multi-class error rates for MLP classifier by bias adjustment based on penalty matrix.
Hai-Trieu PhamYonggwan WonJung-Ja KimPublished in: ICUIMC (2012)
Keyphrases
- multi class
- multi class classifier
- binary classifiers
- support vector machine
- linear classifiers
- multiclass classification
- class probabilities
- multi layer perceptron
- error correcting output codes
- feature selection
- multi class svm
- multiclass problems
- multi class classifiers
- binary classification problems
- neural network
- multilayer perceptron
- binary classification
- single class
- multi class classification
- multiple instance learning
- probabilistic boosting tree
- cost sensitive
- pairwise
- training data
- object detection
- multiple classes
- multi class boosting
- k nearest neighbor
- feature set
- support vector
- classification algorithm
- svm classifier
- knn
- feature space
- multi class problems
- base classifiers
- decision boundary
- singular value decomposition
- text classification
- decision trees
- learning algorithm