Table 7 Comparative evaluation.

From: An effective PO-RSNN and FZCIS based diabetes prediction and stroke analysis in the metaverse environment

Works

Techniques

Accuracy (%)

F-measure (%)

RMSE

Proposed system

PO-RSNN and FZCIS

98.97

98.96

1.78

(Ihalapathirana et al. 2023)37

Hybrid-ML

69

76

–

(Malibari 2023)38

EO-LWAMCNet

94

96

–

(Nasser et al. 2021)39

RNN-RBM

–

–

15.58

(M. Chen et al. 2021)40

Hybrid-ML

80

79

–

(Thamotharan et al. 2023)41

LB-MPC

–

–

5.01

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