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Table 1 ANN SR with different concentrations

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

 

Raw

W1

W2

W3

W4

W5

TCRC(1)

0.550

0.705

0.738

0.731

0.742

0.701

TCRC(2)

0.711

0.782

0.760

0.774

0.750

0.795

TCRC(3)

0.741

0.782

0.779

0.774

0.798

0.787

TCRC(4)

0.739

0.788

0.811

0.796

0.817

0.820

TCRC(5)

0.750

0.803

0.802

0.829

0.822

0.811

TCRC(6)

0.767

0.819

0.836

0.817

0.826

0.827

TCRC(7)

0.770

0.831

0.825

0.850

0.843

0.817

TCRC(8)

0.838

0.856

0.836

0.861

0.836

0.832

TCRC(9)

0.864

0.852

0.845

0.873

0.829

0.827

TCRC(10)

0.859

0.871

0.849

0.830

0.834

0.838

TCRC(11)

0.855

0.879

0.865

0.863

0.861

0.855