Prediction of comorbid diseases using weighted geometric embedding of human interactome

BMC Medical Genomics

Table 1 Prediction evaluation of various methods at comorbidity threshold values RR = 0 and RR = 1

	Precision	Recall	F1-measure	Accuracy	ROC
Comorbidity_0
SVM_linear	0.68	0.83	0.75	0.83	0.56
SVM_RBF	0.90	0.90	0.89	0.90	0.90
SVM_Polynomial	0.87	0.88	0.86	0.88	0.88
Random Forest	0.86	0.86	0.83	0.86	0.89
Module Separation Sab	0.65	0.47	0.37	0.47	0.34
Comorbidity_1
SVM_linear	0.59	0.60	0.56	0.60	0.62
SVM_RBF	0.70	0.70	0.69	0.70	0.76
SVM_Polynomial	0.68	0.68	0.67	0.68	0.72
Random Forest	0.69	0.70	0.69	0.70	0.74
Module Separation Sab	0.65	0.47	0.37	0.47	0.34

ISSN: 1755-8794