Classifying Force Spectroscopy of DNA Pulling Measurements Using Supervised and Unsupervised Machine Learning Methods.
Durmus U. KaratayJie ZhangJeffrey S. HarrisonDavid S. GingerPublished in: J. Chem. Inf. Model. (2016)
Keyphrases
- machine learning methods
- machine learning
- unsupervised learning
- semi supervised
- supervised learning
- unsupervised methods
- supervised classification
- learning algorithm
- unsupervised feature selection
- machine learning algorithms
- word sense induction
- supervised methods
- supervised training
- machine learning approaches
- discriminant projection
- ensemble methods
- x ray
- weakly supervised
- dna sequences
- dna computing
- word sense disambiguation
- infrared
- feature selection
- supervised classifiers
- supervised and semi supervised
- automatic classification
- pairwise
- real world
- bayesian methods
- measured data
- unsupervised manner
- sequence analysis
- learned knowledge
- statistical models