From: Feature selection and nearest centroid classification for protein mass spectrometry
 | Average BACC | (+/-) | OC-H4 | OC-WCX2a | OC-WCX2b | PC-H4 | PC-IMAC-Cu |
---|---|---|---|---|---|---|---|
PCA | 0.684 | 0.139 | 0.712 | 0.682 | 0.893 | 0.516 | 0.619 |
No FE | 0.771 | 0.044 | 0.763 | 0.773 | 0.834 | 0.777 | 0.711 |
T-test | 0.804 | 0.100 | 0.747 | 0.965 | 0.834 | 0.709 | 0.766 |
NSC(20) | 0.808 | 0.148 | 0.621 | 0.944 | 0.973 | 0.736 | 0.764 |
PCA/LDA | 0.808 | 0.137 | 0.727 | 0.899 | 1.000 | 0.667 | 0.748 |
SBS | 0.814 | 0.070 | 0.823 | 0.854 | 0.903 | 0.729 | 0.760 |
P-test | 0.837 | 0.114 | 0.763 | 0.944 | 0.975 | 0.728 | 0.773 |
KS-test | 0.838 | 0.115 | 0.702 | 0.929 | 0.983 | 0.784 | 0.791 |
SFS | 0.863 | 0.103 | 0.747 | 0.949 | 0.991 | 0.827 | 0.798 |
Boosted | 0.883 | 0.070 | 0.884 | 0.914 | 0.982 | 0.810 | 0.826 |
Boosted FE | 0.927 | 0.057 | 0.854 | 0.965 | 1.000 | 0.906 | 0.911 |