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Table 4 Feature set and Feature Selection Results. CSKAAP [22] refers to the K-spaced amino acid Pairs, CT [20] refers to Conjoint Triad and TAAC is the Tri-peptide Amino acid composition

From: CNN-BLPred: a Convolutional neural network based predictor for β-Lactamases (BL) and their classes

Feature Set

Total Features

 

Molecular Class / Functional Group – Total Features after Feature Selection

 
 

Level 1

Class A

Class B / Group 3

Class C / Group 1

Class D

Group 2

CKSAAP [22]

2400

367

270

240

230

197

266

CT [20]

512

208

151

149

145

147

160

TAAC

8000

325

227

262

249

120

219

ALL

10,912

363

288

243

257

195

270