MP4: a machine learning based classification tool for prediction and functional annotation of pathogenic proteins from metagenomic and genomic datasets

Table 10 Pathogenicity indices of various datasets based on prediction by MP4

Sequence datasets	Total sequences	Class 1	Class 2	Class 3	Pathogenicity index
VirulenPred dataset	40	0	10	30	1
Shigella group1	18	1	0	17	0.94
Shigella group2	19	5	6	8	0.74
Shigella group3	1	0	0	1	1

Where, Class 1: Non-pathogenic Proteins; Class 2: Antibiotic Resistance and Toxic proteins and Class 3: Secretory and capsular proteins

ISSN: 1471-2105