From: Identification of long non-coding transcripts with feature selection: a comparative study
Signatue # | Algorithm groups | BASIC | CONS | NUCLEO | ORF | REPS | AUPR (AUC) |
---|---|---|---|---|---|---|---|
1 | IG | TxExLenAvg, | ph8m, py8m, | AAT, ACG, | KOZAK, | 0.39 (0.90) | |
TxLen, | py8mn | ATT, CCG, | OrfProp | ||||
TxNex | CG, CGA, | ||||||
CGC, CGG, | |||||||
FickScore, | |||||||
GAG, GG, | |||||||
GGA, GGC, | |||||||
TA, TAA, | |||||||
TCG, TGG, | |||||||
TT, TTG | |||||||
2 | RFS | TxExLenAvg, | ph8m, py8m, | FickScore | KOZAK, | DNA.DNA, | 0.32 (0.87) |
TxLen, | py8mn | OrfProp | DNA.hAT, | ||||
TxNex | DNA.hAT.Ac, | ||||||
DNA.hAT.Charlie, | |||||||
DNA.hAT.Tip100, | |||||||
DNA.Kolobok, | |||||||
DNA.PiggyBac, | |||||||
DNA.TcMar.Tc1, | |||||||
LINE.L2, SINE.5S, | |||||||
SINE.V | |||||||
3 | LR, EN, | TxExLenAvg, | ph8m, py8m, | AA, AAT, ACA, | KOZAK, | 0.41 (0.90) | |
EFmn | TxLen, | py8mn | ACT, AGT, | OrfProp | |||
TxNex | CAT, CGC, | ||||||
CTA, CTC, | |||||||
FickScore, | |||||||
GAG, GC, | |||||||
GCC, GGA, | |||||||
TAA, TAC, | |||||||
TCC, TGA, | |||||||
TGG, TTG | |||||||
4 | WT | TxNex | AAC, AAT, | 0.36 (0.89) | |||
ACA, ACC, | |||||||
ACG, AG, | |||||||
AGC, AGG, | |||||||
AT, CAG, | |||||||
CCA, CCG, | |||||||
CG, CGA, | |||||||
CG, CGA, | |||||||
GG, TC |