Table 7

Performances of the classifier model and the influence of newly added features on the data of 11 different tissues and cell types: without histone modification.

Procedure

Tissue/Cell Type

with added features

without added features


SP

SE

ACC

CC

SP

SE

ACC

CC


Validation

CD4

0.9670

0.2247

0.8001

0.3302

0.8972

0.2338

0.7352

0.3013


Testing

CD8

0.9722

0.2108

0.8104

0.3325

0.8978

0.2284

0.7350

0.3009

liver

0.9678

0.2143

0.8122

0.3328

0.8965

0.2325

0.7298

0.3005

heart muscle

0.9562

0.2386

0.8186

0.3402

0.8804

0.2468

0.7190

0.3001

skeletal muscle

0.9594

0.2364

0.8306

0.3268

0.8874

0.2476

0.7268

0.3003

embryonic skeletal

0.9425

0.2298

0.8100

0.3228

0.8805

0.2406

0.7222

0.3002

embryonic liver

0.9389

0.2306

0.8054

0.3217

0.8796

0.2512

0.7350

0.3015

placenta

0.9655

0.2184

0.8276

0.3450

0.9004

0.2216

0.7398

0.3128

dermal melanocytes

0.9700

0.2186

0.8156

0.3358

0.8986

0.2306

0.7354

0.3027

dermal broblasts

0.9605

0.2200

0.8058

0.3286

0.8902

0.2276

0.7308

0.3016

dermal keratinocytes

0.9425

0.2204

0.8095

0.3325

0.8854

0.2304

0.7304

0.3013

sperm

0.8524

0.2365

0.7625

0.2678

0.7906

0.2408

0.6705

0.2317


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

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