Churn
Benchmarks
TaskDatasetSOTA resultTrendResults
Churn
95.8Accuracy
59
Churn
0.852AUROC
45
Churn
31.3Balanced Accuracy
24
Churn
0.111Mean Absolute Error (MAE)
20
churn
86.6Performance Score
13
churn
87Accuracy / R2
13
churn
86.3Performance
13
churn
48.5Validity
12
Churn (test)
95.74Accuracy
10
Churn (test)
0.819AUC
9
Churn
0.415NN Distance (DNN)
8
Churn (global val)
83.03PR-AUC
8
Churn (UCI)
0.394ARI
8
Churn three random train-test splits
79.2Accuracy
8
Churn imbalanced (test)
88.3PR-AUC
8
Churn
97.6Density Similarity (Single-Column)
8
Churn
48.3Training Time (s)
7
CHURN (test)
0.724AUROC
7
Churn
7.09Construction Time (s)
6
Churn
85.07Accuracy
6
CHURN
75.2F1-Macro
6
Churn (CH) (test)
0.878Utility
6
Churn
0.925Top-3 Recovery Frequency (Oracle)
5
Churn
7.09Runtime
4
Churn-472
100Recall
4