Table 3.
Proposed models confidence prediction for unseen data.
| Test | Actual Class | Predicted Class | Predicted class confidence of proposed model |
||||||
|---|---|---|---|---|---|---|---|---|---|
| LR | SVM | DT | RF | LDA | KNN | Naïve Bayes | |||
| Test-1 | 7 | 7 | 100% | 90% | 100% | 97% | 100% | 100% | 100% |
| Test-2 | 1 | 1 | 98% | 100% | 100% | 100% | 100% | 100% | 100% |
| Test-3 | 2 | 2 | 97% | 100% | 100% | 87% | 100% | 100% | 99% |
| Test-4 | 6 | 6 | 99% | 100% | 100% | 99% | 100% | 100% | 100% |
| Test-5 | 3 | 3 | 99% | 100% | 100% | 100% | 100% | 100% | 100% |
| Test-6 | 4 | 4 | 96% | 100% | 100% | 79% | 100% | 100% | 99% |
| Test-7 | 10 | 10 | 99% | 100% | 100% | 100% | 100% | 100% | 100% |
| Test-8 | 8 | 8 | 95% | 98% | 100% | 52% | 100% | 80% | 98% |
| Test-9 | 11 | 11 | 99% | 100% | 100% | 99% | 100% | 100% | 99% |
| Test-10 | 9 | 9 | 99% | 100% | 100% | 100% | 100% | 100% | 100% |
| Test-11 | 5 | 5 | 97% | 100% | 100% | 100% | 100% | 100% | 100% |