gradient-boosting-trees-tuning Table – Weights & Biases

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Mitugaurav15's workspace

Runs

50

macro_recall_mean

0.72768

0.72423

0.71312

0.71312

0.71078

0.71048

0.70768

0.70768

0.70423

0.70423

0.70388

0.70078

0.69898

0.69898

0.69886

0.6978

0.69657

0.69657

0.69657

0.69657

macro_f2_mean

macro_f2_std

macro_precision_mean

macro_precision_std

macro_recall_std

pr_auc_mean

pr_auc_std

roc_auc_mean

roc_auc_std

Finished

mitugaurav15

2w ago

2s

squared_error

0.054599

9

-

-

-

-

10

19

104

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-

-

-

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-

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-

-

-

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42

0.91718

0.72541

0.035243

0.7702

0.079367

0.039668

0.58466

0.094374

0.75317

0.044253

Finished

mitugaurav15

2w ago

4s

squared_error

0.072612

8

-

-

-

-

4

12

140

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-

-

-

-

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-

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-

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42

0.88877

0.72108

0.035148

0.76687

0.082272

0.037201

0.60065

0.12364

0.78155

0.042824

Finished

mitugaurav15

2w ago

2s

squared_error

0.06852

6

log2

-

-

-

4

17

126

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-

-

-

-

-

-

-

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-

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42

0.80794

0.71082

0.029247

0.75934

0.085455

0.031396

0.60919

0.1079

0.77555

0.040658

Finished

mitugaurav15

2w ago

4s

squared_error

0.26727

9

log2

-

-

-

14

18

484

-

-

-

-

-

-

-

-

-

-

-

-

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-

42

0.66079

0.71133

0.04045

0.75525

0.091094

0.044251

0.585

0.058596

0.73716

0.044996

Finished

mitugaurav15

2w ago

3s

friedman_mse

0.14783

8

sqrt

-

-

-

10

8

78

-

-

-

-

-

-

-

-

-

-

-

-

-

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-

42

0.6698

0.70702

0.041617

0.74171

0.055387

0.046268

0.60423

0.063411

0.75834

0.036357

Finished

mitugaurav15

2w ago

3s

squared_error

0.043792

5

log2

-

-

-

1

14

59

-

-

-

-

-

-

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-

42

0.70173

0.7141

0.040646

0.78833

0.093295

0.033957

0.62991

0.11103

0.78925

0.046267

Finished

mitugaurav15

2w ago

2s

friedman_mse

0.026385

9

-

-

-

-

12

19

329

-

-

-

-

-

-

-

-

-

-

-

-

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-

-

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-

42

0.97785

0.70846

0.045507

0.75576

0.094731

0.042401

0.57736

0.08364

0.73568

0.04306

Finished

mitugaurav15

2w ago

3s

friedman_mse

0.15438

9

-

-

-

-

12

5

146

-

-

-

-

-

-

-

-

-

-

-

-

-

-

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-

-

-

-

-

-

42

0.97666

0.70846

0.045507

0.75576

0.094731

0.042401

0.55705

0.10216

0.74246

0.027694

Finished

mitugaurav15

2w ago

3s

squared_error

0.071433

10

sqrt

-

-

-

11

15

137

-

-

-

-

-

-

-

-

-

-

-

-

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-

42

0.97887

0.70455

0.041472

0.73864

0.065595

0.039415

0.58826

0.10669

0.74962

0.050946

Finished

mitugaurav15

2w ago

2s

squared_error

0.16791

10

-

-

-

-

12

9

57

-

-

-

-

-

-

-

-

-

-

-

-

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-

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-

-

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-

42

0.97595

0.70455

0.041472

0.73864

0.065595

0.039415

0.57952

0.076619

0.72863

0.046068

Finished

mitugaurav15

2w ago

3s

squared_error

0.27617

8

-

-

-

-

13

8

364

-

-

-

-

-

-

-

-

-

-

-

-

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-

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-

-

-

-

42

0.69579

0.69928

0.034959

0.71738

0.01878

0.044855

0.5528

0.086796

0.76297

0.033066

Finished

mitugaurav15

2w ago

3s

squared_error

0.051034

9

log2

-

-

-

9

20

191

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.95523

0.70065

0.03863

0.72626

0.048825

0.037474

0.59393

0.1096

0.76741

0.037548

Finished

mitugaurav15

2w ago

6s

squared_error

0.22101

3

sqrt

-

-

-

3

2

497

-

-

-

-

-

-

-

-

-

-

-

-

-

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-

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-

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-

42

0.80371

0.69352

0.015964

0.6997

0.028946

0.024652

0.61747

0.066481

0.73262

0.06438

Finished

mitugaurav15

2w ago

3s

friedman_mse

0.15388

5

-

-

-

-

17

7

268

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.77407

0.69353

0.023589

0.703

0.046161

0.029078

0.57676

0.080835

0.7682

0.028325

Finished

mitugaurav15

2w ago

3s

squared_error

0.27033

9

-

-

-

-

10

14

493

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.6782

0.69297

0.018507

0.70605

0.044681

0.020574

0.59597

0.075646

0.76093

0.023564

Finished

mitugaurav15

2w ago

2s

friedman_mse

0.047887

9

-

-

-

-

16

17

181

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.64493

0.69834

0.03692

0.73226

0.041696

0.038085

0.62926

0.069876

0.76934

0.04488

Finished

mitugaurav15

2w ago

3s

friedman_mse

0.034205

4

log2

-

-

-

5

13

395

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.90338

0.6982

0.037842

0.74823

0.096648

0.032122

0.60663

0.10506

0.77215

0.047476

Finished

mitugaurav15

2w ago

4s

squared_error

0.26796

7

log2

-

-

-

1

10

463

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.89642

0.6982

0.037842

0.74823

0.096648

0.032122

0.6172

0.10345

0.78831

0.058595

Finished

mitugaurav15

2w ago

3s

squared_error

0.045144

8

log2

-

-

-

9

15

419

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.96972

0.6982

0.037842

0.74823

0.096648

0.032122

0.55585

0.10821

0.75473

0.04025

Finished

mitugaurav15

2w ago

4s

friedman_mse

0.22317

8

log2

-

-

-

5

16

393

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

42

0.94342

0.6982

0.037842

0.74823

0.096648

0.032122

0.58959

0.073296

0.78627

0.045489

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