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fertility

Benchmarks

Task NameDataset NameSOTA ResultTrend
Binary Classificationfertility
F1-score94.6
35
Classificationfertility
Accuracy89
28
Binary Classificationfertility
Accuracy91
21
Classificationfertility 25% feature noise
Accuracy90
14
Classificationfertility 25% label noise (test)
Accuracy89
14
Classificationfertility 0% noise (test)
Accuracy91
7
Classificationfertility 0% noise
F1-score94.1
7
Classificationfertility (test)
Accuracy89
7
Classificationfertility 25% feature noise
F1 Score94.6
7
Classificationfertility 25% label noise
F1 Score94.1
7
Binary Classificationfertility 25% label noise
Mean F1-score94.1
7
Binary classificationfertility UCI (test)
Accuracy91
7
Classificationfertility 25% feature noise (test)
F1 Score94.1
7
Binary Classificationfertility 25% feature noise (test)
Accuracy89
7
Binary Classificationfertility 0% noise
Accuracy89
7
Binary Classificationfertility 25% feature noise
F1 Score95.2
7
Classificationfertility UCI/KEEL (test)
Accuracy0.8689
6
Classificationfertility 80%-20% (train test)
Accuracy80
4
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