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Automating Knowledge Discovery for Toxicity Prediction Using Jumping Emerging Pattern Mining

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Figure

Figure 1. Hypothetical data set containing the emerging pattern {a, c}.
Figure 3. Six minimal JEPs each consisting of three atom pair descriptors and found in the same set of 29 active molecules are shown mapped ontoone of the active molecules.
Figure 4. An example support hierarchy for five JEPs and the supportsets extracted from the hypothetical example in Figure 1.
Figure 7. Alerts for Ames compounds: (a) aromatic nitro; (b) epoxide; (c) alkylating agents; (d) α,β-unsaturated aldehydes.
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