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Table 1 The ACC results of different features on classifiers

From: SVDNVLDA: predicting lncRNA-disease associations by Singular Value Decomposition and node2vec

 

SVD

N2V16

SN2V16

N2V32

SN2V32

N2V64

SN2V64

N2V128

SN2V128

LR

0.9207

0.9381

0.9404

0.9357

0.9370

0.9348

0.9366

0.9389

0.9374

NB

0.8327

0.9189

0.8456

0.9079

0.8559

0.9046

0.8644

0.8978

0.8795

RF

0.9261

0.9288

0.9308

0.9248

0.9303

0.9246

0.9304

0.9257

0.9385

ADB

0.9307

0.9361

0.9376

0.9331

0.9375

0.9289

0.9378

0.9281

0.9350

XGB

0.9383

0.9400

0.9460

0.9392

0.9454

0.9365

0.9452

0.9364

0.9444