Extreme Gradient Boosting for Surface Electromyography Classification on Time-Domain Features.
Juan ZhaoJinhua SheDianhong WangFeng WangPublished in: J. Adv. Comput. Intell. Intell. Informatics (2022)
Keyphrases
- classification accuracy
- feature vectors
- gradient boosting
- feature extraction
- feature set
- feature space
- classification method
- benchmark datasets
- class labels
- classification models
- svm classifier
- feature selection algorithms
- single feature
- supervised learning
- decision trees
- high dimensionality
- machine learning
- image classification
- image features
- cross validation
- classification algorithm
- training set
- feature subset
- text classification
- multiple kernel learning
- support vector machine