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Table 4 Effects of varying feature size on a dataset that comprises of all the common genes that exist across of all the 49 human tissues

From: A novel feature extraction method based on highly expressed SNPs for tissue-specific gene prediction

Feature size Featureset
Forward Reverse
Acc F1 Acc F1
[6, 7, 8] 0.82 0.78 0.87 0.84
[7, 8, 9] 0.91 0.89 0.95 0.93
[8, 9, 10] 0.95 0.94 0.98 0.97
[9, 10, 11] 0.97 0.97 0.99 0.99
[10, 11, 12] 0.98 0.98 1.00 0.99
  1. The k-mer size is set to 3. Accuracy indicated by Acc and F1-Score indicated by F1