Skip to main content
. 2021 Jul 28;20:71. doi: 10.1186/s12938-021-00908-1

Table 5.

Classification results of different ensemble methods

Models AUC ACC (%) SEN (%) SPEC (%) Precision (%) Recall (%) F1 (%)
Feature-Ensemble 0.8247 76.00 87.50 55.56 77.78 87.50 82.35
Decision-Ensemble-UA 0.8837 82.00 84.38 77.78 87.10 84.38 85.71
Decision-Ensemble-WA(0.3) 0.8490 80.00 81.25 77.78 86.67 81.25 83.87
Decision-Ensemble-WA(0.7) 0.8559 74.00 75.00 72.22 82.76 75.00 78.69