Optimistic pruning for multiple instance learning

This paper introduces a simple evaluation function for multiple instance learning that admits an optimistic pruning strategy. We demonstrate comparable results to state of the art methods using significantly fewer computational resources. Key words: Multiple-instance learning, optimistic pruning, chi-squared. PACS: code, code

• Type: Journal
• Year: 2008
• Where: PRL
• Authors: Amy McGovern, David Jensen
• Keywords: Fewer Computational Resources, Optimistic Pruning Strategy, PRL 2008, Simple Evaluation Function