Table 1.
Top four miRNAs selected based on the miRNA score ranking
| miRNA | miRBase accession number | miRNA scorea | S/N | Cumulative mean squared errorb |
|---|---|---|---|---|
| hsa-miR-6726-5p | MIMAT0027353 | 0.75 | 83.84 | 5.30 × 10-2 |
| hsa-miR-7111-5p | MIMAT0028119 | 0.74 | 18.87 | 5.11 × 10-3 |
| hsa-miR-1247-3p | MIMAT0022721 | 0.74 | 21.56 | 7.76 × 10-4 |
| hsa-miR-614 | MIMAT0030429 | 0.73 | 9.52 | 1.06 × 10-5 |
a
miRNA score is equal to Spearman’s correlation coefficient between output and the expected output of each ANN unit;
b
mean square error of training process of final ANN for different numbers of miRNA as an input. Initially, the performance of ANN for input with the first miRNA is calculated, and by adding next miRNA to input at each step, performance of ANN is calculated.