Comparison of Combinatorial Clustering Methods on Pharmacological Data Sets Represented by Machine Learning-Selected Real Molecular Descriptors.
Oscar Miguel Rivera-BorrotoYovani Marrero-PonceJosé Manuel García de la VegaRicardo del Corazón Grau-ÁbaloPublished in: J. Chem. Inf. Model. (2011)
Keyphrases
- machine learning
- data sets
- knowledge acquisition
- real life
- neural network
- machine learning approaches
- synthetic data
- drug discovery
- shape descriptors
- machine learning methods
- feature selection
- real world
- data mining
- feature vectors
- support vector machine
- information extraction
- learning algorithm
- computational intelligence
- artificial intelligence
- model selection
- sift descriptors
- inductive learning
- inductive logic programming
- learning problems
- learning systems
- semi supervised learning
- pattern recognition
- decision trees
- text classification
- natural language processing
- training data
- training set
- data analysis
- data streams