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Table 7 SVM SR for four-cluster classification

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

 

Two-level approach

Three-level approach

C*

[C1+C3]&

[C1+C ∗]

[(C1+C ∗)+C3]

[(C1+C3)+C ∗]

 

&[C ∗+C10]

&[C3+C10]

&[C10]

&[C10]

C4

0.807

0.750

0.856

0.838

C2

0.839

0.805

0.847

0.825