Efficient Cross-Validation for Semi-Supervised Learning.
Yong LiuJian LiGuangjun WuLizhong DingWeiping WangPublished in: CoRR (2019)
Keyphrases
- cross validation
- semi supervised learning
- model selection
- semi supervised
- unlabeled data
- labeled data
- support vector
- supervised learning
- machine learning
- training set
- unsupervised learning
- semi supervised classification
- training data
- co training
- hyperparameters
- active learning
- ls svm
- labeled and unlabeled data
- learning problems
- generalization error
- real world
- learning models
- pairwise
- data sets
- learning algorithm
- training and test data