Do We Need More Training Data?
Xiangxin ZhuCarl VondrickCharless C. FowlkesDeva RamananPublished in: Int. J. Comput. Vis. (2016)
Keyphrases
- training data
- test data
- training set
- learning algorithm
- test set
- data sets
- supervised learning
- decision trees
- prior knowledge
- training dataset
- training process
- training examples
- training instances
- classification trees
- databases
- labeled data
- real time
- domain knowledge
- semi supervised learning
- training samples
- genetic algorithm
- class labels
- noisy data
- upper bound
- pairwise
- similarity measure