pima
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pima
54.85Precision-s
9
Pima
0.572AI NMI
9
Pima (5-fold cross-validation)
77Accuracy
9
pima UCI (test)
0.492NLL
8
Pima (three random train-test splits)
75.9Accuracy
8
Pima
-0.938BWT-ARI
7
Pima
53.1Avg Inc ARI (Pima)
7
pima 0% noise (test)
77.3Accuracy
7
pima 0% noise
84.7F1-score
7
pima 25% label noise (test)
77.9Accuracy
7
pima UCI (test)
77.1Accuracy
7
pima 25% feature noise (test)
83.9F1 Score
7
pima 25% label noise (test)
76.8Accuracy
7
pima 25% feature noise (test)
77.5Accuracy
7
pima 0% noise
78Accuracy
7
Pima (test)
75.81Accuracy
6
pima UCI/KEEL (test)
76.19Accuracy
6
pima
0.005Average Running Time (s)
6
Pima
74.16Accuracy
5
Pima Dataset
90.9F1 Score
5
Pima Dataset
90.9F1 Score
5
PIMA 20% MNAR (test)
70.42Accuracy
5
PIMA MAR imputed (test)
70.21Accuracy (Test)
5
PIMA MCAR Imputed (test)
70.93Accuracy
5
Pima raw (test)
0.112Wasserstein Distance
4