A comparison study: Support vector machines for binary classification in machine learning.
Wencai ZengJiong JiaZhonglong ZhengChenmao XieLi GuoPublished in: BMEI (2011)
Keyphrases
- binary classification
- support vector
- learning machines
- machine learning
- learning problems
- support vector machine
- multi class
- multi class classification
- kernel methods
- feature selection
- machine learning algorithms
- bipartite ranking
- cost sensitive
- learning tasks
- learning algorithm
- binary classifiers
- generalization error
- cross validation
- multi label
- ensemble methods
- classification accuracy
- training examples
- supervised learning
- natural language processing
- text classification
- kernel function
- loss function
- knowledge discovery
- transfer learning
- machine learning methods
- k nearest neighbor
- prediction accuracy
- class imbalance
- active learning
- data analysis
- decision trees
- support vector machine svm
- semi supervised learning