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Table 1 Quantitative results by incrementally adding the variables after the 25th one of 400 variables in a descending order according to their accumulated scores and the comparison results shown in reference [6]

From: Variable selection from a feature representing protein sequences: a case of classification on bacterial type IV secreted effectors

Measure Max value Mean value Min value Results in [6] NB kNN LR RF ERT SVM XGB GBM
Acc 0.910 0.906 0.893 Training set 1st stage 0.732 0.855 0.879 0.885 0.894 0.902 0.901 0.905
2nd stage 0.909 0.910 0.911 0.904 0.889 0.906 0.907 0.906
Testing set 2nd stage 0.938 0.935 0.944 0.938 0.940 0.945 0.924 0.931
AUC 0.940 0.932 0.918 Training set 1st stage 0.812 0.907 0.906 0.921 0.925 0.935 0.927 0.929
2nd stage 0.927 0.925 0.929 0.906 0.812 0.935 0.921 0.907