Ontology highlight
ABSTRACT:
SUBMITTER: Vidovic MM
PROVIDER: S-EPMC5367830 | biostudies-literature | 2017
REPOSITORIES: biostudies-literature
Vidovic Marina M-C MM Kloft Marius M Müller Klaus-Robert KR Görnitz Nico N
PloS one 20170327 3
High prediction accuracies are not the only objective to consider when solving problems using machine learning. Instead, particular scientific applications require some explanation of the learned prediction function. For computational biology, positional oligomer importance matrices (POIMs) have been successfully applied to explain the decision of support vector machines (SVMs) using weighted-degree (WD) kernels. To extract relevant biological motifs from POIMs, the motifPOIM method has been dev ...[more]