miRFam: an effective automatic miRNA classification method based on n-grams and a multiclass SVM

BMC Bioinformatics

Table 2 Results of different combinations of n-gram types

Group	Acc(trigram)	Acc(tri-&bigram)	Acc(tri-, bi-&unigram)^a	Acc(tri-, bi-&unigram)^b
T₂₀	90.67	96.21	68.90	96.76
G₁	93.61	98.40	87.63	98.86
G₂	87.62	99.01	87.74	99.01
Total^c	85.08	93.48	63.75	93.62

^a Results of miRFam with unigram, bigram and trigram, without concentration factor. ^bResults of miRFam with unigram, bigram and trigram, with concentration factor. ^cCombination of T₂₀, G₁ and G₂. All results are percentiles.

ISSN: 1471-2105