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

Table 13

Comparison of previous approaches with proposed late fusion-based ML model.

Author	Method	Accuracy (%)	Misrate (%)
Sadiq et al. [28]	Random forest	91	9
Sadiq et al. [28]	Support vector machine	90	10
Sadiq et al. [28]	Gradient boosting machine	91	9
Susanto et al. [30]	Fuzzy inference system	89.26	10.74
Jahan et al. [26]	Naïve Bayes	82.49	17.51
Tyas et al. [32]	Convolutional neural network	93.77	6.23
Proposed model	Late fusion-based ML model	96	4