Revisiting milis multiple instance learning algorithm with a different instance selection mechanism.
Osman AkinAykut ErdemErkut ErdemPublished in: SIU (2012)
Keyphrases
- multiple instance
- selection mechanism
- learning problems
- learning algorithm
- instance level
- axis parallel rectangles
- multiple instance learning
- relational learning
- real valued
- maximum margin
- machine learning algorithms
- semi supervised learning
- concept learning
- supervised learning
- machine learning
- learning tasks
- sample complexity
- training data
- unlabeled data
- regression problems
- active learning
- reinforcement learning
- training examples
- training samples
- inductive logic programming
- decision trees
- membership queries
- learning process
- text classification
- multi class