Table 1

Classification performance

CB-RMA

ZS-RMA


Validation

Recall

Precision

Validation

Recall

Precision


LDOCV

FK

0.568

0.263

LDOCV

FK

0.622

0.277

GSE2990

0.5

0.286

GSE2990

0.536

0.3

GSE11121

0.63

0.315

GSE11121

0.609

0.322

Average

0.576

0.289

Average

0.596

0.301

LOOCV

0.631

0.370

LOOCV

0.512

0.317

Percentage fold

0.531

0.273

Percentage fold

0.563

0.228

Stratified perc. fold

0.677

0.198

Stratified perc. fold

0.613

0.25


RMA

CB-MBEI


Validation

Recall

Precision

Validation

Recall

Precision


LDOCV

FK

0.622

0.304

LDOCV

FK

0.649

0.282

GSE2990

0.607

0.283

GSE2990

0.571

0.314

GSE11121

0.609

0.280

GSE11121

0.652

0.341

Average

0.613

0.289

Average

0.631

0.313

LOOCV

0.613

0.289

LOOCV

0.550

0.289

Percentage fold

0.5

0.208

Percentage fold

0.625

0.282

Stratified perc. fold

0.645

0.257

Stratified perc. fold

0.692

0.237


ZS-MBEI

MBEI


Validation

Recall

Precision

Validation

Recall

Precision


LDOCV

FK

0.73

0.297

LDOCV

FK

0.486

0.290

GSE2990

0.571

0.333

GSE2990

0.643

0.290

GSE11121

0.696

0.36

GSE11121

0.522

0.414

Average

0.677

0.331

Average

0.539

0.339

LOOCV

0.550

0.279

LOOCV

0.550

0.299

Percentage fold

0.625

0.299

Percentage fold

0.625

0.282

Stratified perc. fold

0.692

0.225

Stratified perc. fold

0.808

0.28


fRMA


Validation

Recall

Precision


LDOCV

FK

0.649

0.279

GSE2990

0.464

0.283

GSE11121

0.5

0.319

Average

0.544

0.307

LOOCV

0.512

0.308

Percentage fold

0.588

0.23

Stratified perc. fold

0.581

0.265


Bevilacqua et al. BMC Bioinformatics 2012 13(Suppl 7):S9   doi:10.1186/1471-2105-13-S7-S9

Open Data