Table 5 Performance of the predictive models (M₃ through M₁₆), each with an individual or a combination of the newly added categories of features being excluded.

Histone Methylation Retained

All retained

0.9405

0.9257

0.9313

0.8302

Acetylation ( M ₃ )

0.9012

0.8965

0.9046

0.7852

Functional role ( M ₄ )

0.9302

0.9265

0.9210

0.8038

Nucleosome ( M ₅ )

0.9270

0.9250

0.9205

0.8024

Acetylation+Functional ( M ₆ )

0.8791

0.8903

0.8897

0.7632

Acetylation+Nucleosome ( M ₇ )

0.8698

0.8835

0.8826

0.7625

Functional+Nucleosome ( M ₈ )

0.9186

0.9116

0.9186

0.8012

All three ( M ₉ )

0.8685

0.8822

0.8786

0.7558

Histone Methylation Excluded

All but histone methylation

0.9318

0.5932

0.8575

0.6404

Acetylation ( M ₁₀ )

0.9670

0.2247

0.8001

0.3302

Functional ( M ₁₁ )

0.9092

0.5670

0.8312

0.6124

Nucleosome ( M ₁₂ )

0.9078

0.5660

0.8296

0.6076

Acetylation+Functional ( M ₁₃ )

0.9320

0.2279

0.7862

0.3236

Acetylation+Nucleosome ( M ₁₄ )

0.9266

0.2304

0.7641

0.3264

Functional+Nucleosome ( M ₁₅ )

0.8990

0.5519

0.8232

0.5924

All three ( M ₁₆ )

0.8972

0.2338

0.7352

0.3013