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. 2022 May 23;10:1144. Originally published 2021 Nov 11. [Version 2] doi: 10.12688/f1000research.73180.2

Table 6. SVM (Binary levels).

Metrics Background Lifestyle History All
60 Train – 40 Test
Accuracy 0.768 0.789 0.899 0.895
Precision 0.768 0.804 0.928 0.934
Recall 1.000 0.958 0.941 0.929
F1 Score 0.869 0.874 0.934 0.931
50 Train – 50 Test
Accuracy 0.772 0.798 0.908 0.900
Precision 0.772 0.809 0.932 0.931
Recall 0.999 0.966 0.948 0.941
F1 Score 0.871 0.880 0.940 0.936