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Table 5 Confusion matrix for the prediction of ChEMBL_24 compounds using (A) QSAR, or (B) MCP with an 80% confidence level

From: Large scale comparison of QSAR and conformal prediction methods and their applications in drug discovery

  1. For MCP, the uncertain class regroups compounds assigned either in the ‘both’ or in the ‘empty’ prediction classes