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Table 2 SVM SR with different concentrations

From: Machine learning algorithms for mode-of-action classification in toxicity assessment

 

Raw

W1

W2

W3

W4

W5

TCRC(1)

0.690

0.667

0.698

0.688

0.705

0.669

TCRC(2)

0.746

0.766

0.742

0.744

0.727

0.764

TCRC(3)

0.694

0.802

0.789

0.785

0.787

0.774

TCRC(4)

0.664

0.817

0.834

0.812

0.837

0.838

TCRC(5)

0.627

0.846

0.836

0.851

0.857

0.838

TCRC(6)

0.636

0.870

0.878

0.853

0.864

0.866

TCRC(7)

0.634

0.849

0.852

0.874

0.870

0.846

TCRC(8)

0.749

0.894

0.869

0.876

0.867

0.875

TCRC(9)

0.789

0.867

0.867

0.908

0.868

0.881

TCRC(10)

0.788

0.880

0.853

0.859

0.866

0.869

TCRC(11)

0.821

0.888

0.898

0.898

0.890

0.907