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Table 1 The distribution of MCP predictions depending on the actual value

From: Missed opportunities in large scale comparison of QSAR and conformal prediction methods and their applications in drug discovery

Actual\MCP prediction Positive Negative Both Empty
Positive TP FN BP EP
Negative FP TN BN EN
  1. TP number of true positives, FP number of false positives, TN number of true negatives, FN number of false negatives, BP number of positives predicted as ‘both’, EP number of positives predicted as ‘empty’, BN number of negatives predicted as ‘both’, EN number of negatives predicted as ‘empty’