SANDPUMA: ensemble predictions of nonribosomal peptide chemistry reveal biosynthetic diversity across Actinobacteria.
Marc G. ChevretteFabian AichelerOliver KohlbacherCameron R. CurrieMarnix H. MedemaPublished in: Bioinform. (2017)
Keyphrases
- classifier ensemble
- ensemble methods
- ensemble members
- ensemble learning
- ensemble feature selection
- diversity measures
- random forest
- tandem mass spectra
- mass spectrometry
- amino acids
- base learners
- ensemble classifier
- organic chemistry
- ensemble pruning
- multiple classifiers
- machine learning
- online auctions
- base classifiers
- classification algorithm
- model selection
- training data
- feature selection