The effect of training data set size and the complexity of the separation function on neural network classification capability: The two-group case

Mathematics

• Training 88%
• Neural Networks 78%
• Learning 28%
• Group Classification 27%
• Classification Problems 23%
• Business 22%
• Statistical Model 20%
• Flexibility 19%
• Experiment 15%
• Methodology 15%
• Training Samples 13%
• Network Topology 13%
• Neural Network Model 12%
• Decision Making 10%
• Life 9%
• Prediction 8%
• Classify 8%
• Sample Size 8%
• Dependent 6%
• Unknown 6%

Business & Economics

• Neural Networks 100%
• Statistical Model 19%
• Sample Size 12%
• Network Topology 11%
• Experiment 11%
• Managerial Decision Making 10%
• Methodology 9%
• Network Model 9%
• Rating 8%
• Prediction 7%

Engineering & Materials Science

• Set theory 53%
• Neural networks 50%
• Statistical Models 16%
• Decision making 6%
• Experiments 6%
• Topology 6%