Hybrid feature selection methods for high-dimensional multi-class datasets.
Amit Kumar SaxenaVimal Kumar DubeyJohn WangPublished in: Int. J. Data Min. Model. Manag. (2017)
Keyphrases
- multi class
- high dimensional
- binary classification problems
- binary and multi class
- multi class classification
- object detection
- cost sensitive
- multiclass classification
- multiple classes
- binary classification tasks
- binary classification
- pairwise
- multi class problems
- base classifiers
- high dimensionality
- low dimensional
- nearest neighbor
- support vector machine
- error correcting output codes
- multi class svm
- multi class boosting
- multi class object detection
- linear classifiers
- cost sensitive learning
- benchmark datasets
- multiclass problems
- data points
- feature space
- machine learning
- data mining
- neural network
- data sets