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Table 3 Classification of the targets according to their QSAR and MCP model performances

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

  Confidence level (%) Poor QSAR/poor MCP Good QSAR/poor MCP Poor QSAR/good MCP Good QSAR/good MCP
‘Both’ included 80 0 0 45 505
‘Both’ excluded 39 67 6 438
‘Both’ included 90 0 0 45 505
‘Both’ excluded 44 298 1 207