Preliminary results for dependency induction

Directed accuracy

cutoff: 10

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.472222

0.157407

0.648148

0.648148

0.472222

0.546296

0.666667

basque_3lb

0.502799

0.280266

0.302659

0.272218

0.33345

0.223233

0.585724

czech_pdt

0.485257

0.61344

0.574817

0.576955

0.455382

0.511697

0.59024

danish_cdt

0.492669

0.601662

0.513196

0.613881

0.568915

0.604594

0.607527

dutch_alpino

0.507837

0.369906

0.495298

0.384013

0.388715

0.5

0.517241

english_childes

0.621675

0.567735

0.471715

0.518311

0.504714

0.535133

0.56049

english_ptb

0.737096

0.589126

0.673778

0.521679

0.448039

0.610461

0.746731

portuguese_floresta

0.762836

0.635697

0.599022

0.442543

0.476773

0.711491

0.557457

slovene_jos

0.539112

0.420719

0.513742

0.392178

0.397463

0.503171

0.676533

swedish_talbanken

0.666667

0.613734

0.636624

0.708155

0.482117

0.719599

0.765379

cutoff: 15

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.430493

0.147982

0.663677

0.650224

0.439462

0.591928

0.681614

basque_3lb

0.422864

0.244781

0.2818

0.248043

0.291259

0.174984

0.503914

czech_pdt

0.412831

0.564942

0.513233

0.521819

0.402641

0.472637

0.549073

danish_cdt

0.454424

0.558693

0.472432

0.571143

0.500889

0.532014

0.570253

dutch_alpino

0.445698

0.332863

0.476728

0.342031

0.351904

0.439351

0.465444

english_childes

0.598621

0.546636

0.44775

0.498011

0.485633

0.522589

0.542702

english_ptb

0.636858

0.506998

0.599533

0.452955

0.411159

0.550544

0.674378

portuguese_floresta

0.694714

0.598706

0.594391

0.389428

0.434736

0.640777

0.515642

slovene_jos

0.456536

0.376348

0.476078

0.346024

0.336253

0.447102

0.633423

swedish_talbanken

0.589155

0.556309

0.570907

0.601668

0.434307

0.629823

0.667883

cutoff: none

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.234515

0.127082

0.572619

0.52029

0.339385

0.464972

0.541222

basque_3lb

0.361417

0.210431

0.25537

0.223492

0.254941

0.136621

0.439852

czech_pdt

0.3205

0.490818

0.429265

0.44087

0.329206

0.408833

0.488175

danish_cdt

0.378262

0.483912

0.414279

0.496798

0.424204

0.450856

0.501521

dutch_alpino

0.379152

0.282713

0.441977

0.29892

0.313125

0.405162

0.436775

english_childes

0.594039

0.541901

0.442246

0.493305

0.48095

0.518618

0.538315

english_ptb

0.503808

0.410083

0.502795

0.375365

0.327864

0.425154

0.555319

portuguese_floresta

0.652026

0.501897

0.495308

0.293472

0.371132

0.546416

0.418447

slovene_jos

0.354444

0.303603

0.407608

0.267162

0.284092

0.37731

0.580262

swedish_talbanken

0.488562

0.483788

0.506067

0.525761

0.374975

0.550627

0.573304

Undirected accuracy

cutoff: 10

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.592593

0.592593

0.694444

0.694444

0.592593

0.657407

0.675926

basque_3lb

0.595171

0.497551

0.5007

0.483555

0.543037

0.327502

0.663751

czech_pdt

0.598795

0.692048

0.666256

0.676171

0.623226

0.635409

0.70138

danish_cdt

0.635386

0.705767

0.643695

0.711144

0.678886

0.706745

0.701857

dutch_alpino

0.598746

0.575235

0.633229

0.579937

0.584639

0.584639

0.605016

english_childes

0.706084

0.694323

0.624305

0.637306

0.642715

0.635669

0.69085

english_ptb

0.792154

0.659326

0.724708

0.623538

0.624914

0.75086

0.788025

portuguese_floresta

0.819071

0.716381

0.701711

0.623472

0.657702

0.784841

0.721271

slovene_jos

0.637421

0.563425

0.590909

0.55074

0.547569

0.637421

0.719873

swedish_talbanken

0.735336

0.701001

0.711016

0.753934

0.665236

0.772532

0.83691

cutoff: 15

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.547085

0.623318

0.704036

0.695067

0.591928

0.695067

0.704036

basque_3lb

0.530822

0.465264

0.47668

0.458578

0.512883

0.28229

0.592466

czech_pdt

0.539128

0.644992

0.612929

0.62627

0.573121

0.611434

0.66885

danish_cdt

0.59293

0.668075

0.609827

0.671632

0.6245

0.656292

0.668519

dutch_alpino

0.535261

0.521157

0.573343

0.526093

0.53385

0.540197

0.567701

english_childes

0.687649

0.675758

0.603174

0.618557

0.624171

0.62647

0.673504

english_ptb

0.705288

0.583787

0.658437

0.557737

0.583787

0.682932

0.729782

portuguese_floresta

0.770227

0.685005

0.688242

0.581446

0.605178

0.730313

0.682848

slovene_jos

0.579852

0.520553

0.552561

0.511456

0.496968

0.597035

0.680593

swedish_talbanken

0.677268

0.646507

0.653285

0.668405

0.607925

0.708551

0.755474

cutoff: none

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.297095

0.575609

0.619821

0.587356

0.48035

0.583725

0.592695

basque_3lb

0.471716

0.433322

0.449562

0.432291

0.475253

0.243427

0.532995

czech_pdt

0.449846

0.577981

0.542835

0.555021

0.493393

0.557643

0.614472

danish_cdt

0.507043

0.606931

0.561069

0.60341

0.566272

0.605331

0.616136

dutch_alpino

0.44958

0.47539

0.514806

0.488796

0.468387

0.513806

0.546218

english_childes

0.683758

0.67162

0.598661

0.613996

0.619525

0.623585

0.66933

english_ptb

0.581186

0.496516

0.575899

0.481547

0.495058

0.587769

0.621293

portuguese_floresta

0.724097

0.614294

0.619485

0.498103

0.526452

0.669195

0.614494

slovene_jos

0.479044

0.45241

0.490554

0.444565

0.423815

0.534686

0.617993

swedish_talbanken

0.584842

0.588423

0.593197

0.604337

0.53511

0.651681

0.669186

Neutral Edge Detection

cutoff: 10

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.685185

0.666667

0.759259

0.759259

0.685185

0.722222

0.712963

basque_3lb

0.685794

0.628761

0.651505

0.642407

0.70119

0.549685

0.794612

czech_pdt

0.726201

0.818223

0.786339

0.799041

0.760158

0.78122

0.811613

danish_cdt

0.763441

0.832356

0.784457

0.843109

0.772727

0.844086

0.85044

dutch_alpino

0.717868

0.77116

0.783699

0.768025

0.725705

0.684953

0.710031

english_childes

0.816346

0.84468

0.766921

0.747668

0.790244

0.849196

0.824831

english_ptb

0.894012

0.87543

0.884377

0.84033

0.786648

0.870613

0.843083

portuguese_floresta

0.90709

0.877751

0.877751

0.875306

0.828851

0.919315

0.9022

slovene_jos

0.768499

0.708245

0.72833

0.704017

0.680761

0.788584

0.798097

swedish_talbanken

0.858369

0.831187

0.855508

0.871245

0.808298

0.875536

0.921316

cutoff: 15

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.663677

0.663677

0.7713

0.757848

0.699552

0.775785

0.73991

basque_3lb

0.625897

0.567678

0.596217

0.584801

0.643836

0.460372

0.720483

czech_pdt

0.667464

0.779305

0.735422

0.755611

0.709663

0.758138

0.779659

danish_cdt

0.716541

0.791018

0.749889

0.8008

0.711872

0.778791

0.817919

dutch_alpino

0.685472

0.729196

0.755994

0.72567

0.690409

0.673484

0.698166

english_childes

0.799797

0.831226

0.745823

0.731677

0.775351

0.836133

0.808638

english_ptb

0.818235

0.8021

0.833981

0.775078

0.739891

0.812597

0.797045

portuguese_floresta

0.869471

0.829558

0.846818

0.837109

0.759439

0.865156

0.866235

slovene_jos

0.72035

0.661725

0.666442

0.660377

0.631402

0.743598

0.759434

swedish_talbanken

0.805005

0.792492

0.808655

0.797185

0.749218

0.82586

0.860792

cutoff: none

file

Bisk, standard

Marecek, CPOS

Marecek, POS

Marecek, UPOS

Soegaard, norules

Soegaard, rulesonly

Tu, standard

arabic_padt

0.373345

0.591628

0.671081

0.632208

0.565357

0.658479

0.641393

basque_3lb

0.5576

0.514779

0.555766

0.534456

0.588417

0.379876

0.658189

czech_pdt

0.556697

0.702

0.651883

0.673268

0.631572

0.697397

0.71643

danish_cdt

0.631183

0.72867

0.695374

0.734833

0.658796

0.718025

0.764207

dutch_alpino

0.586435

0.686074

0.719888

0.697279

0.605842

0.638455

0.669468

english_childes

0.795896

0.827991

0.740778

0.727343

0.770886

0.832095

0.804449

english_ptb

0.697658

0.693871

0.738373

0.671569

0.640759

0.715909

0.698428

portuguese_floresta

0.797564

0.755839

0.757437

0.71671

0.668996

0.781793

0.803953

slovene_jos

0.607464

0.569113

0.588572

0.571281

0.558635

0.666822

0.687003

swedish_talbanken

0.709369

0.732445

0.737816

0.726676

0.667396

0.769843

0.771036