Research Article

Fuzzy-Based Fusion Model for β-Thalassemia Carriers Prediction Using Machine Learning Technique

Table 1

Previous work accuracy and dataset status.

AuthorMethodDatasetAccuracy (%)

Hirimutugoda and Wijayarathna [2]Artificial neural networkPublic86.54
Sadiq et al. [28]Random forestPrivate91
Sadiq et al. [28]Support vector machinePrivate90
Sadiq et al. [28]Gradient boosting machinePrivate91
Susanto et al. [30]Fuzzy inference systemPublic89.26
Jahan et al. [26]Artificial neural networkPrivate85.95
Tyas et al. [32]Convolutional neural networkPublic93.77