Imputation of missing data can improve the classification of dementia severity

Mathematics

• Data Imputation 100%
• Nearest Neighbor 50%
• Imputation Method 50%
• Imputed Value 50%
• Multiple Imputation 50%
• Clinical Decision 50%
• SVM Model 50%
• Median 50%
• Support Vector Machine 50%
• Predictive Model 50%

Neuroscience

• Alzheimer's Disease 100%
• Cognitive Disorders 66%
• Clinical Dementia Rating 66%
• Support Vector Machine 33%
• Clinical Decision Making 33%

Biochemistry, Genetics and Molecular Biology

• Random Forest 100%
• K Nearest Neighbor 25%
• Support Vector Machine 25%
• Clinical Decision Making 25%
• Classification Algorithm 25%