Algorithms | Eruptiona | No Eruptionb | A. Meanc | W. Meand | Errore | Var %f | Software |
FF_SVCm | 0.9933 | 0.9896 | 0.9915 | 0.9903 | 7.8 | 0.46 | Semeion |
FF_Sn | 0.9926 | 0.9886 | 0.9906 | 0.9893 | 8.6 | 0.59 | Semeion |
FF_Bp | 0.9894 | 0.9918 | 0.9906 | 0.9913 | 7.0 | 0.44 | Semeion |
Random Forest | 0.9767 | 0.9842 | 0.9804 | 0.9826 | 14.0 | 0.86 | Weka |
K-CM | 0.9741 | 0.9852 | 0.9797 | 0.9829 | 13.6 | 0.54 | Semeion |
kNN | 0.9528 | 0.9852 | 0.9690 | 0.9788 | 16.8 | 0.33 | Weka |
Bayest Net | 0.9832 | 0.9505 | 0.9669 | 0.9567 | 34.4 | 0.84 | Weka |
SMO | 0.9288 | 0.9888 | 0.9588 | 0.9772 | 18.1 | 0.47 | Weka |
Logistic | 0.8457 | 0.9770 | 0.9114 | 0.9520 | 38.1 | 0.50 | Weka |
Naïve Bayes | 0.4514 | 0.9784 | 0.7149 | 0.8777 | 96.9 | 0.96 | Weka |