Proximity-graph instance-based learning, support vector machines, and high dimensionality: An empirical comparison

Mathematics

• Instance-based Learning 100%
• Proximity Graphs 75%
• Support Vector Machine 59%
• Dimensionality 47%
• Minimum Spanning Tree 19%
• High-dimensional Data 18%
• Graph in graph theory 14%
• Pattern Classification 11%
• Large Data 9%
• Sparse Graphs 9%
• Learning Algorithm 9%
• Machine Learning 8%
• Efficacy 8%
• Training 8%
• Experiment 5%
• Tend 5%
• Performance 4%

Engineering & Materials Science

• Pattern recognition 41%
• Learning algorithms 39%
• Support vector machines 37%
• Machine learning 34%
• Experiments 16%