Research Article
Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction
Table 8
Testing simulation results of cancer class by the proposed model.
| Instances (620) | CA (%) | CMR (%) | Sensitivity (%) | Specificity (%) | F1-score (%) | NPV (%) | FPR (%) | FNR (%) | LPR (%) | LNR (%) | PPV (%) |
| SVM | 99.51 | 0.49 | 100 | 99.4 | 94.7 | 100 | 0.6 | 0 | 166.6 | 0 | 90 | KNN | 98.38 | 1.62 | 100 | 98.3 | 80 | 100 | 1.7 | 0 | 58.82 | 0 | 66.6 |
|
|