Conversion of categorical variables into numerical variables via Bayesian network classifiers for binary classifications

Mathematics

• Binary Classification 100%
• Categorical variable 91%
• Bayesian Networks 90%
• Classifier 81%
• Mixed Data 15%
• Multilayer Perceptron 15%
• Classification Algorithm 14%
• Competitiveness 14%
• K-nearest Neighbor 13%
• Learning Theory 13%
• Support Vector Machine 13%
• Error Rate 11%
• Sufficient 7%
• Simulation 6%
• Demonstrate 6%
• Model 3%

Engineering & Materials Science

• Bayesian networks 74%
• Classifiers 51%
• Multilayer neural networks 24%
• Pattern recognition 21%
• Support vector machines 19%