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Benchmarks
Tabular Classification with Feature Selection on Cirrhosis
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72.62
Accuracy
Static CMI
36.7192
46.0396
55.36
64.6804
Aug 4, 2025
Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
Static CMI
Selection Strategy=Static
2025.08
72.62
VIP
Selection Strategy=Greedy
2025.08
71.43
ReMLP
Selection Strategy=RL
2025.08
70.12
MLP
Selection Strategy=RL
2025.08
69.76
INVASE
Selection Strategy=Greedy
2025.08
67.03
ReMLP
Selection Strategy=Greedy
2025.08
64.05
CART
Selection Strategy=RL
2025.08
63.33
DIME
Selection Strategy=Greedy
2025.08
63.22
CART
Selection Strategy=Greedy
2025.08
62.86
MLP
Selection Strategy=Greedy
2025.08
60.24
FTree
Selection Strategy=Greedy
2025.08
51.45
CWCF
Selection Strategy=RL
2025.08
49.64
TabNet
Selection Strategy=Static
2025.08
42.86
FTree
Selection Strategy=RL
2025.08
38.1
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