Haberman
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Haberman
0.774Accuracy
59
Haberman 10%
0.323PR AUC
36
haberman (test)
79.65Accuracy
15
haberman 25% feature noise
77.4Accuracy
14
haberman 25% label noise
85.7Mean F1 Score
14
haberman 25% label noise (test)
77.1Accuracy
14
haberman UCI (test)
78.25Accuracy
13
Haberman UCI (5-fold cross-validated)
79.87Accuracy
12
Haberman
47.7PR AUC
12
Haberman
50,200SSE
12
haberman
75Weighted F1-score
9
haberman
70.4AUC
9
haberman
0.699G-Mean
9
Haberman (UCI)
15.56ARI
8
haberman (train)
82.83Accuracy
8
Haberman
75.12Precision
7
Haberman UCI (test)
100Recall
7
haberman 0% noise (test)
76.8Accuracy
7
haberman 0% noise
85.5F1 Score
7
haberman 25% feature noise
85.7F1 Score
7
haberman 25% feature noise (test)
85.3F1 Score
7
haberman 25% feature noise (test)
76.8Accuracy
7
haberman 0% noise
75.5Accuracy
7
haberman 25% feature noise
85.5F1 Score
7
haberman UCI (train)
80.7Accuracy
6