Table 1. Comparison of prediction performance under different classification models on 37 circRNA datasets.

dataset	CRBPDL	iCircRBP-DHN	PASSION	CRIP	CSCRites	CircSLNN
AGO1	0.9232	0.898±0.003	0.909±0.003	0.905±0.002	0851±0.002	0.844±0.002
AGO2	0.8233	0.797±0.004	0.822±0.003	0.811±0.001	0.755±0.127	0.715±0.013
AGO3	0.9472	0.920±0.016	0.909±0.008	0.895±0.002	0.820±0.004	0.860±0.006
ALKBH5	0.9952	0.979±0.004	0.752±0.030	0.721±0.008	0.798±0.009	0.583±0.014
AUF1	0.9810	0.985±0.002	0.979±0.003	0.980±0.000	0.940±0.001	0.971±0.001
C17ORF85	0.9881	0.987±0.002	0.860±0.021	0.813±0.007	0.815±0.012	0.721±0.010
C22ORF28	0.9088	0.913±0.004	0.894±0.008	0.876±0.002	0.878±0.002	0.797±0.001
CAPRIN1	0.8765	0.858±0.012	0.860±0.009	0.843±0.003	0.827±0.002	0.745±0.008
DGCR8	0.9236	0.906±0.002	0.917±0.002	0.914±0.001	0.870±0.002	0.846±0.002
EIF4A3	0.853	0.799±0.003	0.823±0.004	0.812±0.001	0.820±0.001	0.717±0.005
EWSR1	0.9443	0.942±0.004	0.938±0.006	0.936±0.001	0.882±0.002	0.906±0.002
FMRP	0.8966	0.892±0.002	0.900±0.002	0.898±0.001	0.890±0.001	0.826±0.003
FOX2	0.9618	0.958±0.005	0.830±0.034	0.815±0.006	0.755±0.010	0.602±0.033
FUS	0.8618	0.855±0.004	0.859±0.002	0.858±0.002	0.799±0.003	0.770±0.003
FXR1	0.9948	0.994±0.001	0.959±0.009	0.952±0.003	0.871±0.003	0.942±0.004
FXR2	0.9518	0.939±0.009	0.941±0.003	0.938±0.002	0.868±0.002	0.896±0.004
HNRNPC	0.9771	0.977±0.001	0.976±0.001	0.972±0.000	0.973±0.001	0.970±0.001
HUR	0.8758	0.867±0.005	0.879±0.006	0.874±0.001	0.850±0.001	0.796±0.009
IGF2BP1	0.8554	0.843±0.002	0.845±0.003	0.843±0.001	0.835±0.003	0.760±0.009
IGF2BP2	0.8426	0.831±0.004	0.827±0.009	0.821±0.002	0.752±0.126	0.740±0.004
IGF2BP3	0.8229	0.816±0.004	0.831±0.003	0.822±0.002	0.754±0.122	0.706±0.003
LIN28A	0.8751	0.857±0.007	0.875±0.005	0.865±0.001	0.840±0.002	0.777±0.003
LIN28B	0.9014	0.892±0.004	0.889±0.005	0.882±0.001	0.758±0.129	0.822±0.003
METTL3	0.8649	0.852±0.009	0.878±0.010	0.854±0.003	0.808±0.003	0.772±0.007
MOV10	0.8674	0.838±0.006	0.845±0.005	0.849±0.001	0.778±0.004	0.777±0.008
PTB	0.8347	0.822±0.006	0.829±0.004	0.826±0.001	0.692±0.157	0.738±0.007
PUM2	0.9758	0.970±0.004	0.952±0.004	0.953±0.001	0.936±0.001	0.932±0.002
QKI	0.9879	0.971±0.006	0.927±0.005	0.921±0.003	0.866±0.004	0.866±0.007
SFRS1	0.9684	0.964±0.000	0.965±0.003	0.964±0.001	0.963±0.001	0.926±0.003
TAF15	0.9945	0.992±0.002	0.967±0.002	0.965±0.001	0.941±0.002	0.968±0.002
TDP43	0.9336	0.926±0.002	0.934±0.002	0.930±0.001	0.923±0.001	0.896±0.003
TIA1	0.9666	0.961±0.004	0.935±0.006	0.932±0.003	0.915±0.009	0.901±003
TIAL1	0.9249	0.917±0.003	0.906±0.003	0.902±0.001	0.898±0.002	0.871±0.005
TNRC6	0.9797	0.967±0.002	0.785±0.010	0.741±0.007	0.729±0.010	0.662±0.015
U2AF65	0.9306	0.926±0.002	0.930±0.002	0.928±0.001	0.911±0.001	0.899±0.004
WTAP	0.9713	0.967±0.002	0.794±0.069	0.793±0.011	0.808±0.022	0.732±0.009
ZC3HB	0.8151	0.804±0.003	0.804±0.005	0.792±0.002	0.794±0.004	0.697±0.008
AVG	0.9188	0.908±0.06	0.884±0.06	0.876±0.07	0.842±0.07	0.809±0.010