Gaussian Processes for Classification: QSAR Modeling of ADMET and Target Activity.
Olga ObrezanovaMatthew D. SegallPublished in: J. Chem. Inf. Model. (2010)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process models
- gaussian process regression
- bayesian methods
- image classification
- relevance vector machine
- classification accuracy
- feature vectors
- text classification
- support vector
- support vector machine
- machine learning
- supervised learning
- training set
- machine learning algorithms
- cross validation
- multi task
- training data
- decision trees
- multi task learning
- em algorithm
- human pose estimation
- class labels
- model selection
- prior knowledge
- feature selection