HEART DISEASE
Benchmarks
TaskDatasetSOTA resultTrendResults
Heart Disease UCI (test)
0.038Training Time (s)
24
Heart-disease Hungarian
93.08F1-score
16
Heart Disease
0.93AUC
15
heart-disease
0Online Running Time
12
Heart Disease 25% held-out (test)
0.6Accuracy
12
Heart Disease dataset (test)
67.88Calinski Harabasz Score
10
Switzerland Heart Disease (test)
0.677MCC
9
Hungarian Heart Disease (test)
46.29MCC
9
Heart Disease
0.055NN Distance (DNN)
8
Heart Disease
0.575MCCD
8
Heart Disease 80% (train)
29.2VI
8
Heart Disease VA Long Beach (test)
0.728MCC
8
Heart Disease (test)
91.3Test Accuracy
7
Heart Disease Cleveland 79 (test)
0.089Average Cost
7
Heart disease Cleveland (test)
0.91AUC
7
heart-disease
79.2Accuracy
6
Heart Disease (test)
1.64Average Execution Time (ms)
6
Heart Disease Cleveland standard processed (train)
0.831AUC
6
Heart Disease
93.5(TW + CN)/2
5
Heart Disease Real World Incomplete (test)
91.98Accuracy
5
Heart Disease (10-fold CV)
0.468P-Value
5
HEART DISEASE
642MDL
5
Heart disease (50 train-test splits)
3.2Top-Quartile Error
4
heart-disease
2.31Overall Latency (s)
4
Heart Disease (test)
77.9Macro F1 Score
4