Greedy active learning algorithm for logistic regression models.
Hsiang-Ling HsuYuan-chin Ivan ChangRay-Bing ChenPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- logistic regression models
- learning algorithm
- logistic regression
- regression model
- receiver operating characteristic
- variable selection
- tree models
- active learning
- back propagation
- training data
- machine learning
- machine learning algorithms
- training examples
- loss function
- linear models
- classification trees
- feature selection
- bp neural network
- generalization ability
- supervised learning
- random forests
- ls svm
- training set
- decision trees