Research Article
Optimal Deep Learning-Based Vocal Fold Disorder Detection and Classification Model on High-Speed Video Endoscopy
Table 2
Comparative analysis of the ODL-VFDDC technique with recent approaches.
| Methods | AP rate | EP rate | Precision | Recall | F measure | Accuracy |
| Decision tree model | 93.02 | 6.98 | 92.19 | 93.02 | 93.12 | 92.04 | Conv-NN model | 96.06 | 3.94 | 95.90 | 96.06 | 97.38 | 95.12 | KNN model | 97.20 | 2.80 | 95.95 | 97.20 | 98.34 | 97.96 | FCB model | 98.45 | 1.56 | 96.07 | 98.45 | 97.64 | 98.29 | FCBD model | 97.10 | 2.90 | 94.46 | 97.10 | 97.93 | 97.17 | ODL-VFDDC | 99.07 | 0.93 | 97.53 | 99.07 | 98.89 | 98.95 |
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