Classification active learning based on mutual information

Mathematics

• Active Learning 100%
• Mutual Information 76%
• Batch 52%
• Framework 36%
• Classifier 17%
• Training 16%
• Query 15%
• Labeling 15%
• Computational Complexity 14%
• Directly proportional 13%
• Minimise 12%
• Trivial 12%
• Optimization 12%
• Evaluation 11%
• Costs 11%
• Performance 9%
• Subset 8%
• Generalise 8%
• Approximation 8%

Physics & Astronomy

• learning 68%
• classifiers 28%
• problem solving 26%
• set theory 21%
• marking 21%
• education 20%
• costs 15%
• optimization 13%
• evaluation 13%
• approximation 11%
• performance 9%

Engineering & Materials Science

• Problem-Based Learning 72%
• Labels 53%
• Labeling 15%
• Computational complexity 12%
• Classifiers 11%
• Costs 6%