评价指标

算法

CM1

MW1

PC1

KC3

JM1

Average

AUC

ReliefF

0.7920

0.7541

0.7820

0.8448

0.7471

0.7840

MIC

0.8155

0.7017

0.7972

0.7502

0.7236

0.7576

mRMR

0.8127

0.6770

0.8216

0.7359

0.7063

0.7507

fisher-score

0.8243

0.7367

0.8083

0.8312

0.7489

0.7899

本文算法

0.8573

0.8417

0.8714

0.8835

0.7517

0.8411

F1-measure

ReliefF

0.3153

0.4000

0.3538

0.5718

0.4197

0.4121

MIC

0.3865

0.3448

0.4060

0.4623

0.4215

0.4042

mRMR

0.3285

0.2625

0.4175

0.3734

0.4215

0.3607

fisher-score

0.3670

0.4400

0.4444

0.4623

0.4559

0.4339

本文算法

0.4400

0.4823

0.4931

0.4966

0.4695

0.4763

G-mean

ReliefF

0.7731

0.6731

0.7844

0.8216

0.6381

0.7381

MIC

0.8099

0.7266

0.7748

0.7451

0.6429

0.7399

mRMR

0.8449

0.6640

0.8162

0.7203

0.6304

0.7352

fisher-score

0.8106

0.7412

0.7909

0.8255

0.6592

0.7655

本文算法

0.8597

0.8332

0.8691

0.8713

0.6997

0.8266