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.

MethodsAP rateEP ratePrecisionRecallF measureAccuracy

Decision tree model93.026.9892.1993.0293.1292.04
Conv-NN model96.063.9495.9096.0697.3895.12
KNN model97.202.8095.9597.2098.3497.96
FCB model98.451.5696.0798.4597.6498.29
FCBD model97.102.9094.4697.1097.9397.17
ODL-VFDDC99.070.9397.5399.0798.8998.95