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Predictive Modeling on UKB
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94.6
Accuracy
GRASP
69.432
75.966
82.5
89.034
Feb 11, 2026
Accuracy
F1
MCC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1
MCC
GRASP
Model=RF
2026.02
94.6
1.6
0.045
LASSO
Model=RF
2026.02
94.6
0.7
0.032
AFS
Model=RF
2026.02
94.6
-
-
AFS
Model=XGB
2026.02
94.6
-
-
SHAP
Model=RF
2026.02
94.5
0.9
0.048
GRASP
Model=XGB
2026.02
94.2
14.3
0.142
LASSO
Model=XGB
2026.02
94
13.7
0.15
SHAP
Model=XGB
2026.02
93.7
15.2
0.142
GRASP
Model=LR
2026.02
75.5
19.7
0.17
LASSO
Model=LR
2026.02
75.2
20.3
0.181
SHAP
Model=LR
2026.02
73.5
20.6
0.191
AFS
Model=LR
2026.02
70.4
12
0.05
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