Data Aggregation for Reducing Training Data in Symbolic Regression

Keyphrases

• Genetic Programming 100%
• Symbolic Regression 100%
• Training Data 100%
• Data Aggregation 100%
• K-means 66%
• Test Accuracy 66%
• Preprocessing Techniques 33%
• Machine Learning Techniques 33%
• Machine Learning Algorithms 33%
• Random Forest Regression 33%
• Linear Regression 33%
• Training Model 33%
• Data Reduction Methods 33%
• Small Loss 33%
• Data Binning 33%

Computer Science

• Genetic Programming 100%
• Training Data 100%
• Data Aggregation 100%
• Speed-up 66%
• Preprocessing Step 33%
• Machine Learning Technique 33%
• Random Decision Forest 33%
• Machine Learning Algorithm 33%
• Data Reduction 33%
• K-Means Clustering 33%

Mathematics

• Training Data 100%
• Binning 100%
• Real-World Data 50%
• Reduction Method 50%
• Data Reduction 50%
• K-Means 50%
• Linear Regression Analysis 50%