Action understanding based on a combination of one-versus-rest and one-versus-one multi-classification methods.
Hui LiuWengming ZhengGao-Peng SunYanhua ShiYue LengPan LinRuimin WangYuankui YangJun-Feng GaoHaixian WangKeiji IraminaSheng GePublished in: CISP-BMEI (2017)
Keyphrases
- classification method
- machine learning methods
- classification systems
- benchmark datasets
- multiclass classification
- pattern recognition
- preprocessing
- feature space
- significant improvement
- multi class
- cross validation
- neural networks and support vector machines
- classification decisions
- robust classification
- benchmark data sets
- machine learning algorithms
- text classification
- feature extraction
- decision trees
- data sets
- empirical studies
- density estimation
- roc curve
- classification scheme
- support vector
- discriminative learning
- accurate classification
- feature selection