fertility
Benchmarks
TaskDatasetSOTA resultTrendResults
fertility
94.6F1-score
35
fertility
89Accuracy
28
fertility UCI (test)
91Accuracy
27
fertility
91Accuracy
21
fertility 25% feature noise
90Accuracy
14
fertility 25% label noise (test)
89Accuracy
14
Fertility 80% (train)
34.3VI
8
Fertility UCI (test 20%)
6.6VI
8
fertility BLADE
8.8BLADE Average Score
8
fertility 0% noise (test)
91Accuracy
7
fertility 0% noise
94.1F1-score
7
fertility (test)
89Accuracy
7
fertility 25% feature noise
94.6F1 Score
7
fertility 25% label noise
94.1F1 Score
7
fertility 25% label noise
94.1Mean F1-score
7
fertility 25% feature noise (test)
94.1F1 Score
7
fertility 25% feature noise (test)
89Accuracy
7
fertility 0% noise
89Accuracy
7
fertility 25% feature noise
95.2F1 Score
7
Fertility
13.08Mean % Improvement in MSE (vs RF(10))
6
fertility UCI/KEEL (test)
0.869Accuracy
6
fertility 80%-20% (train test)
80Accuracy
4