Table 3.

The performances of our models for gene mutation prediction.

GENE	Accuracy	Precision	Recall	F1-score	MCC
ARID1A	0.925	0.833	0.769	0.800	0.755
ASH1L	0.896	0.778	0.583	0.667	0.615
CSMD1	0.910	0.714	0.556	0.625	0.581
CTNNB1	0.910	0.895	0.810	0.850	0.788
EYS	0.925	0.800	0.500	0.615	0.596
FMN2	0.925	0.727	0.800	0.762	0.719
MDM4	0.925	0.750	0.429	0.545	0.532
RB1	0.940	0.800	0.571	0.667	0.646
TP53	0.925	0.895	0.850	0.872	0.820
ZFX4	0.910	0.846	0.733	0.786	0.732

MCC Matthews correlation coefficient.