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

Table 9 Class wise predictions obtained by MP4 on healthy and CRC affected individual's metagenomic data

Samples	Number of sequences	Percentage of Class 1 predictions	Percentage of Class 2 predictions	Percentage of Class 3 predictions	Pathogenicity index
Healthy sample	9569	29.33	25.47	45.17	0.70
CRC sample	9022	17.85	36.53	45.61	0.82

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

ISSN: 1471-2105