Skip to main content

Table 5 Signatures detected in top 20 ranked features (Zebrafish)

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