Fast Training Logistic Regression via Adaptive Sampling.
Yunsheng SongXiaohan KongShuoping HuangChao ZhangPublished in: Sci. Program. (2021)
Keyphrases
- logistic regression
- adaptive sampling
- linear svm
- monte carlo
- decision trees
- linear support vector machines
- support vector
- loss function
- credit scoring
- naive bayes
- logistic regression models
- random sampling
- test set
- odds ratio
- supervised learning
- training set
- feature selection
- data sets
- training samples
- text classification
- similarity measure
- data mining