Research Article
Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction
Table 4
Training simulation results of dementia class by the proposed model.
| | Instances (1446) | CA (%) | CMR (%) | Sensitivity (%) | Specificity (%) | F1-score (%) | NPV (%) | FPR (%) | FNR (%) | LPR (%) | LNR (%) | PPV (%) |
| | SVM | 94.77 | 5.23 | 45.45 | 95.16 | 11.9 | 99.5 | 4.84 | 54.55 | 9.39 | 0.57 | 6.84 | | KNN | 94.84 | 5.16 | 50 | 92.99 | 3.73 | 92.99 | 7.01 | 50 | 7.13 | 0.53 | 1.94 |
|
|
