Table 5 Average evaluation metrics obtained from ten runs of ML models

AdaBoost

Mean

0.89

0.86

0.91

0.91

0.927

95% CI^a

(0.89, 0.91)

(0.85, 0.87)

(0.89, 0.93)

(0.87, 0.93)

(0.91, 0.92)

STD^a

0.002

0.0014

0.002

0.004

0.0018

HGB

Mean

0.948

0.935

0.94

0.892

0.92

95% CI

(0.93, 0.96)

(0.92, 0.94)

(0. 93, 0.96)

(0.88, 0. 91)

(0.91, 0.93)

STD

0.029

0.003

0.0125

0.019

0.010