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

TABLE 3.

Result of comparison of using different encoding schemes in layer 1 (enhancers identification) under 10 trials.

Encoding scheme ACC AUC SN SP MCC
Letters to numbers 0.753 0.824 0.755 0.750 0.500
One-hot 0.565 0.611 0.494 0.642 0.132
2-Mer 0.758 0.827 0.735 0.762 0.505
3-Mer 0.772 0.835 0.755 0.795 0.534