Alzheimer's Dementia Detection on Alzheimer's Dementia
99.43AccuracyLogistic Regression (Alroobaea et al., 2021)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Logistic Regression (Alroobaea et al., 2021)Best Data Mining Technique=Logistic Regression, Scope of Study=Alzheimer's disorder verses Cognitively Normal prediction model2026.07 | 99.43 | 99.3 | 99.7 | — | — | — | |
| Neural Network (Lodha et al., 2019)Best Data Mining Technique=Neural Network, Scope of Study=Detection model for Alzheimer's Disease in its primitive phase2026.07 | 98.36 | — | — | — | — | — | |
| Logistic Regression (Memon et al., 2020)Best Data Mining Technique=Logistic Regression, Scope of Study=Prediction model for early-stage Alzheimer’s Disease diagnosis2026.07 | 98.12 | — | — | — | 95 | 90 | |
| Soft Voting Classifier (Shah et al., 2020)Best Data Mining Technique=Soft Voting Classifier, Scope of Study=Early Detection of Alzheimer's Disease with various psychological tests2026.07 | 86 | — | — | — | — | — | |
| SVM (Neelaveni and Devasana, 2020)Best Data Mining Technique=SVM, Scope of Study=Prediction model for Alzheimer's Disease with psychological parameters2026.07 | 85 | — | — | — | — | — | |
| GBT classifier (Uspenskaya-Cadoz et al., 2019)Best Data Mining Technique=GBT classifier, Scope of Study=Identify non-diagnosed prodromal Alzheimer’s subjects2026.07 | — | 80 | — | 44 | — | — |