2* Datasets

2* Target Class

LSOCSTM

OCSTM

LSOCSVM

OCSVM

ACC

AUC

ACC

AUC

ACC

AUC

ACC

AUC

IRIS

1

0.923

0.9387

0.881

0.9078

0.9104

0.9165

0.9022

0.9028

2

0.8361

0.8813

0.822

0.8661

0.8331

0.8762

0.8327

0.8751

BREAST-CANCER

1

0.6552

0.6011

0.6291

0.5833

0.6489

0.5918

0.6042

0.5746

2

0.6972

0.7167

0.6811

0.7012

0.6901

0.7118

0.6844

0.7086

SONAR

1

0.6298

0.6557

0.5865

0.6423

0.5947

0.6441

0.5812

0.6397

2

0.5337

0.7668

0.5596

0.7812

0.5218

0.7421

0.5315

0.7512

IONOSPHERE

1

0.7025

0.8132

0.6615

0.7961

0.6487

0.7772

0.6348

0.7661

2

0.6387

0.6789

0.5256

0.5667

0.5987

0.6214

0.6061

0.6217

USPS

1

0.9223

0.9467

0.9128

0.9378

0.8992

0.9216

0.9026

0.9274

2

0.9358

0.9552

0.9366

0.9598

0.9085

0.9377

0.9102

0.9401

Letter Recognition

1

0.7390

0.7761

0.7168

0.7561

0.7069

0.7372

0.7143

0.7278