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Table 4 Results of HMM classification with varying components across 10 runs of 10-fold cross-validation

From: Mining Adverse Drug Reactions from online healthcare forums using Hidden Markov Model

  

With all components

  

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Run

Mean

Mean

Mean

Mean

Mean

Mean

Mean

Mean

Mean

 

Precision

Recall

F-Score

Precision

Recall

F-Score

Precision

Recall

F-Score

1

0.779

0.742

0.758

0.777

0.742

0.758

0.636

0.274

0.378

2

0.785

0.743

0.763

0.776

0.746

0.759

0.634

0.273

0.380

3

0.782

0.746

0.762

0.785

0.739

0.760

0.646

0.274

0.381

4

0.778

0.747

0.761

0.777

0.736

0.755

0.640

0.272

0.380

5

0.779

0.746

0.761

0.780

0.738

0.757

0.640

0.271

0.380

6

0.787

0.743

0.761

0.781

0.741

0.758

0.626

0.274

0.378

7

0.773

0.741

0.756

0.778

0.733

0.753

0.634

0.274

0.380

8

0.784

0.755

0.767

0.788

0.744

0.761

0.635

0.271

0.379

9

0.783

0.743

0.760

0.779

0.735

0.755

0.621

0.270

0.373

10

0.790

0.742

0.760

0.785

0.732

0.755

0.623

0.265

0.370