Classification of Substrates and Inhibitors of P-Glycoprotein Using Unsupervised Machine Learning Approach.
Yong-Hua WangYan LiSheng-Li YangLing YangPublished in: J. Chem. Inf. Model. (2005)
Keyphrases
- machine learning
- supervised learning
- supervised classification
- unsupervised learning
- pattern recognition
- machine learning methods
- supervised machine learning
- machine learning algorithms
- decision trees
- feature selection
- text classification
- support vector machine
- model selection
- partially supervised
- unsupervised classification
- learning algorithm
- statistical learning
- support vector
- feature vectors
- artificial intelligence
- feature extraction
- supervised and unsupervised learning
- computer vision
- unsupervised clustering
- machine learning approaches
- classification scheme
- automatic classification
- classification models
- learning problems
- data mining
- classification accuracy
- semi supervised
- inductive learning
- classification rules
- feature space
- pairwise
- class labels
- preprocessing
- high density
- training samples
- semi supervised learning
- active learning