Figure 2From: The influence of the inactives subset generation on the performance of machine learning methodsA set of heat maps visualizing the values of standard deviation of evaluating parameters for experiments with the use of sets with variously generated inactive compounds. Figure 2 presents standard deviation of recall, precision and MCC values obtained in the experiments. Columns of maps refer to particular target, rows to common-test and various-test sets mode respectively. Rows in maps correspond with different machine learning methods, whereas columns in maps refer to different parameters and fingerprints.Back to article page