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. 2022 Oct 21;19(20):13693. doi: 10.3390/ijerph192013693

Table A2.

Ranking results based on Score.

Dataset Fine KNN Weighted KNN Cubic SVM Fine Gaussian SVM XGBoost Random Forest AODE Rank
Original 59 63 84 82 17 15 27 11
PG 48 44 30 35 11 12 21 1
RUS 64 76 77 78 3 2 37 10
ENN 75 69 82 81 23 24 34 13
ALLKNN 72 66 79 80 28 22 25 12
ROS 59 39 67 49 6 4 29 3
SMOTE 54 52 58 65 18 7 36 7
ADASYN 42 41 61 70 16 9 31 4
Borderline SMOTE 51 55 50 62 14 19 38 8
SMOTENC 42 45 56 74 20 5 32 5
SMOTEENN 73 68 40 53 10 1 26 2
SMOT-Tomek Links 46 47 57 71 13 8 32 6
Rank 5 4 6 7 2 1 3 /