Table 6

Performance of the classifier model and the influence of newly added features on the data of 11 different tissues and cell types: with histone modification.

Procedure

Tissue/Cell Type

with added features

without added features


SP

SE

ACC

CC

SP

SE

ACC

CC


Validation

CD4

0.9405

0.9257

0.9313

0.8302

0.8685

0.8822

0.8786

0.7558


Testing

CD8

0.9608

0.8932

0.9448

0.8286

0.8692

0.8534

0.8758

0.7476

liver

0.9680

0.8762

0.9465

0.8292

0.8512

0.8468

0.8698

0.7398

heart muscle

0.9462

0.9479

0.9466

0.8342

0.8678

0.8796

0.8724

0.7542

skeletal muscle

0.9542

0.9451

0.9524

0.8411

0.8714

0.8923

0.8895

0.7612

embryonic skeletal

0.9395

0.9367

0.9389

0.8337

0.8676

0.8802

0.8774

0.7553

embryonic liver

0.9259

0.9342

0.9277

0.8250

0.8490

0.8834

0.8683

0.7324

placenta

0.9695

0.9130

0.9571

0.8412

0.8704

0.8742

0.8802

0.7597

dermal melanocytes

0.9663

0.8785

0.9446

0.8401

0.8677

0.8792

0.8726

0.7498

dermal fibroblasts

0.9525

0.9239

0.9467

0.8332

0.8625

0.8792

0.8656

0.7478

dermal keratinocytes

0.9385

0.9341

0.9376

0.8310

0.8505

0.8690

0.8502

0.7371

sperm

0.8459

0.9778

0.8617

0.7204

0.7115

0.8992

0.7508

0.6052


Zheng et al. BMC Medical Genomics 2013 6(Suppl 1):S13   doi:10.1186/1755-8794-6-S1-S13

Open Data