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Table 1 Prediction results by means of sensitivity and PPV

From: Evaluating the effect of disturbed ensemble distributions on SCFG based statistical sampling of RNA secondary structures

    

(a)For our tRNA database

  

Approach

Errors

MP struct.

MF struct.

MEA struct.

Centroid

  

Sens.

PPV

Sens.

PPV

Sens.

PPV

Sens.

PPV

SCFG

—

0.7818

0.8437

0.7792

0.8445

0.7324

0.8939

0.6754

0.9158

 

mep (0.5)

0.7822

0.8447

0.7599

0.8370

0.7169

0.8927

0.6607

0.9140

 

mep (0.99)

0.7590

0.8388

0.6768

0.8004

0.6414

0.8877

0.5817

0.9127

 

fep (0.5)

0.7798

0.8440

0.7234

0.8184

0.6864

0.8896

0.6292

0.9134

 

fep (0.99)

0.4101

0.7295

0.2864

0.5590

0.2532

0.7776

0.2157

0.8291

LSCFG

—

0.8545

0.9534

0.8542

0.9535

0.8335

0.9736

0.8250

0.9783

 

mep (0.5)

0.8545

0.9534

0.8429

0.9524

0.8236

0.9731

0.8150

0.9773

 

mep (0.99)

0.8519

0.9533

0.7988

0.9413

0.7833

0.9676

0.7735

0.9726

 

fep (0.5)

0.8548

0.9536

0.8224

0.9486

0.8029

0.9707

0.7940

0.9758

 

fep (0.99)

0.7530

0.9325

0.5769

0.8623

0.5668

0.9075

0.5567

0.9195

    

(b) For our 5S rRNA database

  

Approach

Errors

MP struct.

MF struct.

MEA struct.

Centroid

  

Sens.

PPV

Sens.

PPV

Sens.

PPV

Sens.

PPV

SCFG

—

0.4251

0.5372

0.4251

0.5363

0.3403

0.6967

0.2689

0.8044

 

mep (0.5)

0.4143

0.5280

0.4160

0.5290

0.3334

0.6987

0.2643

0.8051

 

mep (0.99)

0.3897

0.5227

0.3894

0.5216

0.2957

0.7069

0.2362

0.8072

 

fep (0.5)

0.4055

0.5203

0.4049

0.5198

0.3209

0.7068

0.2532

0.8087

 

fep (0.99)

0.2043

0.4410

0.1756

0.3788

0.1066

0.6867

0.0814

0.7666

LSCFG

—

0.8993

0.9412

0.8997

0.9409

0.8959

0.9513

0.8873

0.9574

 

mep (0.5)

0.8993

0.9412

0.8909

0.9380

0.8903

0.9478

0.8819

0.9541

 

mep (0.99)

0.8989

0.9414

0.8639

0.9269

0.8659

0.9408

0.8574

0.9482

 

fep (0.5)

0.8993

0.9412

0.8796

0.9328

0.8798

0.9445

0.8716

0.9515

 

fep (0.99)

0.8251

0.9052

0.7162

0.8375

0.7148

0.8661

0.6986

0.8879

  1. All values have been computed by 10-fold cross-validation procedures, using sample size 1000 and min hel = min HL = 1.