Evaluating and Boosting Uncertainty Quantification in Classification.
Xiaoyang HuangJiancheng YangLinguo LiHaoran DengBingbing NiYi XuPublished in: CoRR (2019)
Keyphrases
- pattern recognition
- feature selection
- classification accuracy
- machine learning
- feature extraction
- classification method
- support vector
- automatic classification
- pattern classification
- classification scheme
- image classification
- support vector machine svm
- learning algorithm
- weak learners
- text classification
- decision trees
- decision tree algorithm
- classification algorithm
- supervised learning
- machine learning methods
- training set
- multiclass classification
- ensemble methods
- feature space
- cost sensitive
- accurate classifiers
- classification process
- face recognition
- unsupervised learning
- benchmark datasets
- machine learning algorithms
- semi supervised learning