评价指标

算法

CM1

MW1

PC1

JM1

KC3

Average

AUC

E-max

0.8094

0.8217

0.8319

0.7345

0.8376

0.8070

E-mean

0.8155

0.8229

0.8432

0.7388

0.8407

0.8122

HFS

0.8377

0.7637

0.8014

0.6956

0.8167

0.7830

本文算法

0.8573

0.8417

0.8714

0.7517

0.8835

0.8411

F1-measure

E-max

0.3333

0.4375

0.3333

0.3897

0.4709

0.3929

Es-mean

0.3857

0.4145

0.3902

0.4134

0.4718

0.4151

HFS

0.4965

0.5739

0.4216

0.3121

0.418

0.4444

本文算法

0.4400

0.4823

0.4931

0.4695

0.4966

0.4763

G-mean

E-max

0.7903

0.8124

0.8229

0.6515

0.8349

0.7824

Es-mean

0.7998

0.8195

0.8372

0.6657

0.8391

0.7923

HFS

0.8264

0.7469

0.7933

0.6229

0.8126

0.7604

本文算法

0.8597

0.8332

0.8691

0.6997

0.8713

0.8266