Noise accumulation in high dimensional classification and total signal index

Mathematics

• High-dimensional 100%
• Classifier 68%
• Random Forest 44%
• Machine Learning 33%
• Impact Factor 25%
• Sample Size 23%
• Classification Tree 23%
• Group Classification 20%
• Simulation 19%
• Support Vector Machine 19%
• Principal Components 16%
• Trends 15%
• Predictors 14%
• Scenarios 13%
• Directly proportional 13%
• Evaluate 12%
• Performance 9%

Engineering & Materials Science

• Classifiers 86%
• Random forests 64%
• Machine learning 44%
• Big data 27%
• Support vector machines 24%