Table 2. Comparison of prediction performance under different classification models on 31 linear RNA datasets.

dataset	CRBPDL	iCircRBP-DHN	CRIP	iDeepS	DeepBind	CSCRites	CircSLNN
AGO1234	0.8178	0.788±0.041	0.737±0.005	0.708	0.687	0.708±0.004	0.662±0.015
AGO2MNAS	0.7995	0.736±0.069	0.598±0.009	0.564	0.535	0.583±0.005	0.557±0.007
2-bingding_1	0.9353	0.925±0.011	0.862±0.004	0.788	0.811	0.842±0.003	0.795±0.006
2-bingding_2	0.9439	0.929±0.014	0.852±0.007	0.831	0.814	0.828±0.003	0.754±0.004
AGO2	0.9088	0.800±0.010	0.638±0.006	0.639	0.585	0.636±0.005	0.562±0.017
eIF4AIII_1	0.9753	0.963±0.004	0.952±0.001	0.942	0.925	0.937±0.004	0.894±0.005
eIF4AIII_2	0.9851	0.963±0.006	0.954±0.001	0.945	0.933	0.944±0.002	0.897±0.006
ELVAL1-1	0.9482	0.939±0.006	0.918±0.002	0.914	0.903	0.910±0.001	0.882±0.005
ELVAL1-MNASE	0.7325	0.695±0.050	0.604±0.007	0.567	0.546	0.581±0.010	0.520±0.13
ELVAL1-A	0.9377	0.922±0.006	0.898±0.002	0.888	0.869	0.876±0.002	0.845±0.006
ELVAL1-2	0.9482	0.943±0.002	0.926±0.001	0.937	0.914	0.925±0.001	0.898±0.002
EWSR1	0.9217	0.918±0.005	0.912±0.003	0.919	0.882	0.884±0.001	0.851±.004
FUS	0.9596	0.947±0.007	0.941±0.001	0.934	0.926	0.907±0.002	0.905±0.007
mut-FUS	0.9621	0.946±0.006	0.939±0.001	0.938	0.915	0.907±0.002	0.9070.013
IGF2BP1-3	0.8156	0.781±0.031	0.693±0.005	0.691	0.685	0.703±0.005	0.597±0.013
hnRNPC-1	0.9514	0.952±0.009	0.963±0.001	0.966	0.954	0.936±0.004	0.935±0.004
hnRNPC-2	0.9891	0.974±0.002	0.985±0.000	0.982	0.976	0.967±0.002	0.962±0.001
hnRNPL-1	0.8583	0.829±0.032	0.748±0.005	0.659	0.761	0.650±0.007	0.670±0.011
hnRNPL-2	0.7995	0.761±0.027	0.740±0.007	0.671	0.74	0.636±0.004	0.654±0.014
HnRNPL-like	0.8008	0.779±0.021	0.685±0.010	0.644	0.708	0.632±0.010	0.636±0.014
MOV10	0.8971	0.885±0.010	0.814±0.002	0.807	0.803	0.803±0.003	0.764±0.010
NSUN2	0.8681	0.832±0.008	0.865±0.003	0.789	0.847	0.798±0.004	0.776±0.015
PUM2	0.9782	0.969±0.003	0.963±0.003	0.966	0.937	0.959±0.002	0.920±0.004
QKI	0.9786	0.962±0.002	0.967±0.001	0.972	0.955	0.956±0.001	0.929±0.004
SFRS1	0.9236	0.912±0.007	0.886±0.004	0.888	0.86	0.885±0.003	0.794±0.008
TAF1S	0.9336	0.971±0.002	0.963±0.001	0.961	0.956	0.922±0.004	0.925±0.002
TDP-43	0.946	0.928±0.013	0.911±0.002	0.914	0.902	0.913±0.003	0.841±0.009
TIA1	0.9636	0.945±0.011	0.930±0.001	0.916	0.908	0.891±0.001	0.894±0.005
TIAL1	0.9799	0.915±0.012	0.898±0.002	0.885	0.881	0.864±0.004	0.847±0.009
U2AF65	0.9782	0.971±0.007	0.968±0.001	0.965	0.959	0.918±0.002	0.932±0.003
Y2AF65	0.969	0.951±0.005	0.935±0.002	0.927	0.916	0.906±0.004	0.893±0.002
Ave	0.9163	0.895±0.08	0.860±0.012	0.842	0.839	0.833±0.012	0.803±0.013