Improved machine learning method for analysis of gas phase chemistry of peptides.
Allison GehrkeShaojun SunLukasz A. KurganNatalie AhnKatheryn ResingKaren KafadarKrzysztof J. CiosPublished in: BMC Bioinform. (2008)
Keyphrases
- machine learning
- significant improvement
- experimental evaluation
- preprocessing
- edge detection
- cost function
- machine learning methods
- high precision
- neural network
- computational cost
- improved algorithm
- synthetic data
- detection method
- support vector machine svm
- high accuracy
- dynamic programming
- data analysis
- computational complexity
- probabilistic model
- information extraction
- text mining
- pairwise
- segmentation algorithm
- clustering method
- similarity measure
- decision trees
- computer vision
- protein structure
- data mining