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. 2021 May 2;8(3):45–57. doi: 10.1049/htl2.12010

TABLE 1.

Feature selection values obtained for the dataset

Features Chi‐squared test Extra trees LASSO
# of pregnancies 111.52 0.102 0.0
Glucose 1437.40 0.220 0.0062
Blood pressure 53.66 0.087 0.0
Skin fold thickness 143.69 0.092 0.0
Insulin 6882.18 0.137 0.0003
BMI 109.12 0.128 0.0005
Age 181.30 0.125 0.0002
Diabetes pedigree 5.39 0.106 0.0