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Multi-Instance Learning TPAUC Maximization on Colon (test)
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0.916
Mean TPAUC
SONT (att)
0.53328
0.63264
0.732
0.83136
Oct 5, 2023
Mean TPAUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean TPAUC
SONT (att)
(TPR lower bound, FPR...
2023.10
0.916
SOTAS (att)
(TPR lower bound, FPR...
2023.10
0.911
SONT (att)
(TPR lower bound, FPR...
2023.10
0.875
MIDAM (smx)
(TPR lower bound, FPR...
2023.10
0.863
SOTAS (att)
(TPR lower bound, FPR...
2023.10
0.862
MIDAM (att)
(TPR lower bound, FPR...
2023.10
0.826
AUC-M (att)
(TPR lower bound, FPR...
2023.10
0.803
SONT (att)
(TPR lower bound, FPR...
2023.10
0.8
MIDAM (smx)
(TPR lower bound, FPR...
2023.10
0.787
SOTAS (att)
(TPR lower bound, FPR...
2023.10
0.772
AUC-M (att)
(TPR lower bound, FPR...
2023.10
0.739
MIDAM (att)
(TPR lower bound, FPR...
2023.10
0.738
MIDAM (smx)
(TPR lower bound, FPR...
2023.10
0.646
AUC-M (att)
(TPR lower bound, FPR...
2023.10
0.576
MIDAM (att)
(TPR lower bound, FPR...
2023.10
0.548
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