LPI-deepGBDT: a multiple-layer deep framework based on gradient boosting decision trees for lncRNA–protein interaction identification

Table 3 The protein features by BioProt

Feature group	Features	Number
Amino acid composition	Amino acid composition	20
	Dipeptide composition	400
	Tripeptide composition	8000
Autocorrelation	Normalized Moreau–Broto	240
	autocorrelation	240
	Moran autocorrelation	240
	Geary autocorrelation	240
CTD	Composition	21
	Transition	21
	Distribution	105
Conjoint triad	Conjoint triad features	343
Quasi-sequence order	Sequence order coupling	60
	number	60
	Quasi-sequence order	100
	descriptors	100
Pseudo amino acid composition	Pseudo amino acid	50
	composition	50
	Amphiphilic pseudo	50
	amino acid composition	50

ISSN: 1471-2105