Simultaneous feature selection and parameter optimisation using an artificial ant colony: case study of melting point prediction

Mathematics

• Melting Point 100%
• Inf 66%
• Support Vector Machine 66%
• Partial Least Squares 66%
• Objective Function 33%
• Residuals 33%
• Probability Theory 33%
• SVM Model 33%
• Current Model 33%
• Regression Model 33%
• Test Set 33%

Biochemistry, Genetics and Molecular Biology

• Melting Point 100%
• Feature Extraction 100%
• Support Vector Machine 40%
• Random Forest 40%
• Quantitative Structure Property Relation 20%

Chemical Engineering

• Support Vector Machine 100%
• Learning System 50%