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Benchmarks
Predictive Modeling on NHANES
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89.7
Accuracy
GRASP
64.012
70.681
77.35
84.019
Feb 11, 2026
Accuracy
F1 Score
MCC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MCC
GRASP
Model=XGB
2026.02
89.7
43.7
0.416
LASSO
Model=XGB
2026.02
89.5
43.1
0.406
GRASP
Model=RF
2026.02
89
22.6
0.297
SHAP
Model=XGB
2026.02
88.6
39.3
0.356
LASSO
Model=RF
2026.02
88.4
12
0.206
SHAP
Model=RF
2026.02
88.3
9.3
0.186
AFS
Model=RF
2026.02
87.8
-
-
AFS
Model=XGB
2026.02
87.8
-
-
LASSO
Model=LR
2026.02
78.6
49.1
0.448
SHAP
Model=LR
2026.02
78.5
48.7
0.44
GRASP
Model=LR
2026.02
78.3
48.3
0.436
AFS
Model=LR
2026.02
65
28.3
0.155
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