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Table 4 Signatures detected in top 20 ranked features (Mouse)

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

TxNex

phm, phmn,

ACA, ACG,

KOZAK

 

0.47 (0.92)

   

phmx,

CCG, CG,

   
   

py60m,

CGA, CGC,

   
   

py60mx

CGG, CGT,

   
    

FickScore, GC,

   
    

GCG, TAA,

   
    

TCG

   

2

GR

 

phm, phmn,

ACA, AGA,

 

DNA.hAT.Charlie,

0.40 (0.91)

   

phmx,

AT, CA, CAA,

 

LINE.RTE.BovB,

 
   

py60m,

CAT, CG, TGA

 

LINE.RTE.X,

 
   

py60mx

  

LTR.ERVL.MaLR,

 
      

SINE.ID,

 
      

SINE.MIR,

 
      

SINE.tRNA

 

3

RFS

TxExLenAvg,

phm, phmn,

AA, FickScore

KOZAK,

LINE.L1,

0.44 (0.92)

  

TxLen,

phmx,

 

OrfProp

LTR.ERV1,

 
  

TxNex

py60m,

  

LTR.ERVK,

 
   

py60mx

  

LTR.ERVL,

 
      

LTR.ERVL.MaLR,

 
      

SINE.Alu,

 
      

SINE.B2, SINE.B4

 

4

GFS, LR,

TxExLenAvg,

phm, phmn,

AAC, AAG,

KOZAK

 

0.51 (0.93)

 

EN

TxLen,

phmx,

AC, ACA, ACT,

   
  

TxNex

py60m,

AGT, CAC,

   
   

py60mx

CAG, CAT,

   
    

CGT, CTT,

   
    

FickScore,

   
    

GAT, GT,

   
    

GTA, GTC,

   
    

GTG, TAA,

   
    

TAC, TAT

   

5

RF,

TxExLenAvg,

phm, phmn,

AA, AC,

KOZAK

 

0.51 (0.93)

 

EFmn

TxLen,

phmx,

ACA, AGA,

   
  

TxNex

py60m,

CAC, CAT,

   
   

py60mx

CCG, CG,

   
    

CGC, CGG,

   
    

FickScore, GC,

   
    

GGC, GT,

   
    

TAA, TAT, TT

   

6

WT

TxExLenAvg,

AAC, AAG,

   

0.46 (0.92)

  

TxNex

 

AAT, AC,

   
    

ACA, ACC,

   
    

ACG, ACT,

   
    

AGA, AGC,

   
    

AT, CA, CG,

   
    

CT, GT, TA,

   
    

TC, TG