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. 2021 Jun 29;12:4011. doi: 10.1038/s41467-021-24313-3

Table 1.

AUCb scores of models (w2v + LSTM + attention) with different input length.

Length (bp) Am Cm Gm Tm m1A m5C m5U m6A m6Am m7G Ψ I Mean Median
101 0.7900 0.8224 0.9108 0.8596 0.8300 0.9108 0.9196 0.8496 0.8944 0.6204 0.8228 0.6040 0.8195 0.8398
51 0.7272 0.8452 0.9324 0.8832 0.8068 0.9236 0.9560 0.8336 0.9272 0.6012 0.8420 0.6304 0.8257 0.8436
21 0.7276 0.7984 0.9468 0.8396 0.7624 0.9360 0.9404 0.7848 0.8460 0.6004 0.7800 0.6084 0.7976 0.7916

Please note that our predictive model requires information of neighboring sequences even if they do not form part of the transcript. Bold indicates the best performance in comparison.