Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data

Mathematics

• Ensemble Methods 100%
• Decision tree 76%
• Nominal or categorical data 71%
• Ensemble 59%
• Attribute 34%
• Fragmentation 30%
• Bagging 19%
• AdaBoost 19%
• Random Projection 17%
• Random Trees 15%
• Binary Tree 13%
• Randomisation 13%
• Training 12%
• Random process 11%
• Branching 11%
• Categorical 11%
• Binary 9%
• Subspace 8%
• Model 3%

Business & Economics

• Categorical Data 86%
• Decision Tree 58%
• Fragmentation 14%
• Bagging 11%
• Randomization 9%
• Factors 2%

Engineering & Materials Science

• Decision trees 58%
• Binary trees 14%
• Adaptive boosting 14%
• Random processes 12%