Table 9 Recognition performance of different classifiers.
From: Research on lung nodule recognition algorithm based on deep feature fusion and MKL-SVM-IPSO
Classifiter | ACC (%) | SEN (%) | F1-score (%) |
|---|---|---|---|
Softmax | 96.740.3 | 98.650.3 | 97.190.5 |
RF | 96.330.4 | 96.900.5 | 96.50.6 |
KNN | 93.73 | 90.84 | 91.82 |
Adaboost | 97.84 | 98.06 | 97.94 |
MKL-SVM-IPSO | 99.560.2 | 99.300.3 | 99.650.2 |
