Model | Evaluating indicator | Lasso | Ridge | Mic | Relief | LRMR-Ri |
---|---|---|---|---|---|---|
DT | PE | 0.3296 | 0.4928 | 0.3487 | 0.6778 | 0.4585 |
RE | 0.3350 | 0.3760 | 0.3425 | 0.4376 | 0.4258 | |
F-Measure | 0.3316 | 0.4021 | 0.3443 | 0.4339 | 0.4353 | |
ACC (%) | 69.86 | 77.97 | 71.82 | 77.59 | 79.83 | |
MCC | 0.5037 | 0.6101 | 0.5036 | 0.6171 | 0.6563 | |
SVM | PE | 0.5446 | 0.5352 | 0.5228 | 0.5569 | 0.5159 |
RE | 0.4853 | 0.4391 | 0.4762 | 0.4574 | 0.4432 | |
F-Measure | 0.5051 | 0.4616 | 0.4910 | 0.4842 | 0.4549 | |
ACC (%) | 65.68 | 67.41 | 67.70 | 68.43 | 72.57 | |
MCC | 0.5133 | 0.5766 | 0.5601 | 0.5951 | 0.6007 | |
SGD | PE | 0.3487 | 0.5777 | 0.6304 | 0.4776 | 0.5593 |
RE | 0.3425 | 0.4614 | 0.3911 | 0.3847 | 0.4460 | |
F-Measure | 0.3443 | 0.4934 | 0.4384 | 0.4076 | 0.4810 | |
ACC (%) | 71.82 | 78.19 | 75.88 | 75.88 | 80.15 | |
MCC | 0.5237 | 0.6304 | 0.5648 | 0.5827 | 0.6562 |