Fig. 7.

Validation pipeline. Through the training process (on the top of the figure), we obtain both feature space and classification model for a training dataset. Starting from an independent validation dataset, we can validate (on the bottom of the figure) the proposed algorithm, by projecting discriminative substructures belonging to ncRNA secondary structures into the feature space created during the training phase and then predict ncRNA classes using previous learned classification model