A Cost-Sensitive Loss Function for Machine Learning.
Shihong ChenXiaoqing LiuBaiqi LiPublished in: DASFAA Workshops (2018)
Keyphrases
- loss function
- cost sensitive
- machine learning
- cost sensitive learning
- boosting algorithms
- active learning
- learning models
- multi class
- misclassification costs
- pairwise
- support vector machine
- support vector
- cost sensitive classification
- binary classification
- class distribution
- logistic regression
- naive bayes
- learning to rank
- learning algorithm
- class imbalance
- reinforcement learning
- data mining
- machine learning methods
- information extraction
- multi label
- learning problems
- text classification
- image classification
- decision trees
- feature selection
- kernel methods
- learning tasks
- machine learning algorithms
- base classifiers
- text mining
- natural language processing
- supervised learning
- data sets