Fig 1.
(Own elaboration)
Fig 2.
RNACOREX Post-transcriptional network.
The figure shows the specific network corresponding to the best classification performance obtained for the COAD database, composed of 97 interactions. Green nodes map microRNAs, whereas blue nodes correspond to mRNAs.
Table 1.
Performance.
Fig 3.
The figure shows the distribution of accuracies across all databases for all six classification algorithms: RNACOREX (blue), Gradient Boosting (orange), Random Forest (green), SVM (red), Graph Neural Network (purple) and Graph Kernel (brown). The horizontal red line represents a random assignment (50%) a) Mean Accuracies. Shows the distribution of mean accuracies for all k values across the 13 databases. b) Max. Accuracies. Shows the accuracy distribution of the models including the elements derived from the best network across all databases.