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. 2021 Mar 23;12:665498. doi: 10.3389/fgene.2021.665498

TABLE 4.

Result of comparison of using different encoding schemes in layer 2 (enhancers classification) under 10 trials.

Encoding scheme ACC AUC SN SP MCC
Letters to numbers 0.640 0.650 0.784 0.512 0.302
One-hot 0.526 0.522 0.438 0.412 0.116
2-Mer 0.645 0.662 0.786 0.498 0.304
3-Mer 0.658 0.688 0.812 0.536 0.324