Table 3.

Comparison of the mean ROC AUC scores between the best scoring predictor of mitochondrial proteins for each taxonomic group in NommPred and MitoFates.

Prediction target: mitochondrial proteins of	ROC AUC		P value
	NommPred (best scoring predictor)	MitoFates	Welch t test	WMW test
Piroplasma	0.9729	0.9335	2.597e−11	1.725e−11
Chlorophyta	0.9631	0.9444	3.067e−06	8.982e−06
Dictyostelium	0.9506	0.9381	0.003263	0.006537
Plasmodium	0.9436	0.9022	2.347e−12	1.479e−11
Stramenopiles	0.9809	0.9311	0.00e+00	0.00e+00
Toxoplasma	0.8899	0.8255	1.599e−10	2.682e−09
Trypanosomatida	0.9490	0.9036	2.822e−15	1.468e−13

The 100 randomly generated data sets (n = 100) of mitochondrial proteins were used for cross-validation (see “Materials and Methods” section).