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Table 2 SVM classification

From: Transcriptomic signatures in whole blood of patients who acquire a chronic inflammatory response syndrome (CIRS) following an exposure to the marine toxin ciguatoxin

Identifier

Gender

Trained

Predicted

Confidence

Control 1-1

Female

Control

Control

0.754

Control 1-2

Female

Control

Control

0.764

Control 2-1

Male

Control

Control

0.796

Control 2-2

Male

Control

Control

0.789

Control 3-1

Male

Control

Control

0.794

Control 3-2

Male

Control

Control

0.829

Control 4-1

Male

Control

Control

0.805

Control 4-2

Male

Control

Control

0.832

Control 5-1

Male

Control

Control

1.000

Control 5-2

Male

Control

Control

1.000

Control 6-1

Male

Control

Control

0.826

Control 6-2

Male

Control

Control

0.821

Control 7-1

Female

Control

Control

0.877

Control 7-2

Female

Control

Control

0.827

Control 8-1

Male

Control

Control

0.710

Control 8-2

Male

Control

Control

0.772

Control 9-1

Male

Control

Control

0.796

Control 9-2

Male

Control

Control

0.936

Patient 1-1

Male

Patient

Patient

0.819

Patient 1-2

Male

Patient

Patient

0.805

Patient 2-1

Male

Patient

Patient

0.858

Patient 2-2

Male

Patient

Patient

0.847

Patient 3-1

Male

Patient

Patient

0.858

Patient 3-2

Male

Patient

Patient

0.917

Patient 4-1

Female

Patient

Patient

0.858

Patient 4-2

Female

Patient

Patient

0.853

Patient 5-1

Male

Patient

Patient

0.844

Patient 5-2

Male

Patient

Patient

0.813

Patient 6-1

Male

Patient

Patient

0.929

Patient 6-2

Male

Patient

Patient

0.898

Patient 7-1

Male

Patient

Patient

0.763

Patient 7-2

Male

Patient

Patient

0.852

Patient 8-1

Male

Patient

Patient

0.790

Patient 8-2

Male

Patient

Patient

0.821

Patient 9-1

Female

Patient

Patient

0.847

Patient 9-2

Female

Patient

Patient

0.904

*Control 10-1

Male

 

Control

0.449

*Control 10-2

Male

 

Control

0.399

*Control 11-1

Male

 

Control

0.627

*Control 11-2

Male

 

Control

0.660

*Patient 10-1

Male

 

Patient

0.019

*Patient 10-2

Male

 

Patient

0.108

*Patient 11-1

Male

 

Patient

0.976

*Patient 11-2

Male

 

Patient

1.000

  1. Results of predictions and confidence for cases of CIRS-ciguatera and controls using a Support Vector Machines classification algorithm, while withholding eight random data profiles* from training.