Research Article

Automated Training for Algorithms That Learn from Genomic Data

Table 4

ApicoTP classifier performances with the training sets gathered by ApicoAP-CS.

Apicomplexan speciesTrue negative rate True positive rate Overall accuracy

B. bovis 1.000 1.000 1.000
B. microti 0.909 1.000 0.956
E. tenella 0.951 0.800 0.925
N. caninum 1.000 0.857 0.969
P. berghei 0.936 0.959 0.944
P. chabaudi 0.959 0.902 0.940
P. cynomolgi 1.000 0.839 0.959
P. falciparum 0.924 0.843 0.902
P. knowlesi 0.922 0.958 0.935
P. vivax 0.901 0.980 0.928
P. yoelii 0.954 0.854 0.922
T. annulata 0.854 0.913 0.875
T. parva 0.820 0.960 0.860
T. gondii 0.977 0.905 0.953