Skip to main content

Table 4 Summary of the different algorithms on Dataset1

From: Diabetes emergency cases identification based on a statistical predictive model

Authors

Year

Algorithm-based

Accuracy

Yu et al. [41]

2010

SVM

73%

Panwar et al. [11]

2016

KNN

78%

Ramezankhani et al. [39]

2016

DT

74%

Mingqi et al. [40]

2020

ADAboost

79.2%

Pradhan et al. [42]

2020

ANN

80.4%

Tigga et al. [38]

2021

LR

75.32%

Ihnaini et al. [24]

2021

DL

72.7%

Our proposition

2022

RF

85.9%