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Table 3 The performance of each property in the uni-variant analysis on training data

From: Protein disorder prediction by condensed PSSM considering propensity for order or disorder

Property

Sens.

Spec.

MCC

Prob. Excess

Hydrophobic

0.633

0.717

0.309

0.350

Hydrophobic O

0.640

0.751

0.350

0.391

Hydrophobic D

0.519

0.723

0.217

0.241

Polar

0.616

0.734

0.312

0.350

Polar O

0.603

0.703

0.269

0.306

Polar D

0.604

0.731

0.299

0.335

Small

0.553

0.742

0.268

0.295

Small O

0.555

0.688

0.214

0.243

Small D

0.579

0.759

0.308

0.338

Aliphatic

0.601

0.748

0.314

0.349

Aromatic

0.604

0.720

0.288

0.324

Aromatic O

0.602

0.732

0.298

0.334

Aromatic D

0.538

0.660

0.173

0.198

Positive

0.599

0.678

0.242

0.277

Positive O

0.573

0.662

0.204

0.235

Positive D

0.583

0.667

0.218

0.250

Negative

0.586

0.696

0.248

0.282

Proline

0.564

0.684

0.218

0.248

Charged

0.614

0.707

0.282

0.320

Charged O

0.571

0.664

0.204

0.235

Charged D

0.603

0.706

0.272

0.309

Tiny

0.528

0.732

0.234

0.259

Tiny O

0.577

0.675

0.220

0.252

Tiny D

0.553

0.748

0.274

0.301

  1. The best performance among each property group is highlighted with bold font.