Polypharmacology Browser PPB2: Target Prediction Combining Nearest Neighbors with Machine Learning.
Mahendra AwaleJean-Louis ReymondPublished in: J. Chem. Inf. Model. (2019)
Keyphrases
- machine learning
- nearest neighbor
- k nearest neighbor
- prediction accuracy
- knn
- learning systems
- web applications
- knowledge representation
- machine learning methods
- natural language processing
- data points
- prediction error
- prediction model
- data mining
- prediction algorithm
- knowledge acquisition
- predictive modeling
- artificial intelligence
- computer science
- computer vision
- machine learning algorithms
- web browser
- inductive learning
- learning algorithm
- support vector machine
- model selection
- pattern recognition
- text mining
- active learning
- neural network
- protein secondary structure prediction
- high dimensional spaces
- decision boundary
- pilot study
- search engine
- distance function
- feature selection
- web pages
- high dimensional data
- decision trees