Graph-Based Link Prediction between Human Phenotypes and Genes

Table 1

Class-wise evaluation.

Model	Class	Precision	Recall	F1 score
Logistic regression	0	0.96	0.71	0.81
	1	0.14	0.60	0.23
Random forest	0	0.94	1.00	0.97
	1	1.00	0.18	0.30
Neural network	0	0.98	0.87	0.92
	1	0.34	0.78	0.47
XGBoost	0	0.95	1.00	0.97
	1	0.99	0.34	0.50
LightGBM	0	0.98	0.84	0.91
	1	0.30	0.82	0.44