Peak bagging for peptide mass fingerprinting.
Zengyou HeCan YangWeichuan YuPublished in: Bioinform. (2008)
Keyphrases
- tandem mass
- ensemble methods
- ensemble learning
- random forest
- machine learning
- decision trees
- random forests
- mass spectrometry
- neural network ensembles
- training set
- amino acids
- ensemble classification
- meta learning
- tandem mass spectra
- imbalanced data
- voting methods
- digital mammography
- randomized trees
- learning machines
- generalization error
- base classifiers
- tree ensembles
- data sets
- model averaging
- copyright protection
- ensemble members
- variance reduction
- tandem mass spectrometry
- ensemble classifier
- bootstrap sampling
- learning algorithm
- digital libraries