Hyper-Parameter Tuning based on Random Search for DenseNet Optimization

Mathematics

• Network Optimization 100%
• Random Search 92%
• Hyperparameters 84%
• Parameter Tuning 82%
• Learning Rate 62%
• Batching 51%
• Batch 50%
• Training 47%
• Experiment 25%
• Architecture 25%
• Learning 20%
• Parameter Learning 18%
• Range of data 13%
• Scoring 13%
• Tuning 13%
• Machine Learning 12%
• Optimise 11%
• Strategy 7%
• Performance 6%

Business & Economics

• Network Optimization 98%
• Batch Size 57%
• Batching 46%
• Deep Learning 31%
• Experiment 20%
• Strategy Method 16%
• Machine Learning 14%
• Scoring 12%

Engineering & Materials Science

• Tuning 52%
• Deep learning 40%
• Experiments 24%
• Graphics processing unit 21%
• Machine learning 16%
• Data storage equipment 13%