Towards Evolutionary-based Automated Machine Learning for Small Molecule Pharmacokinetic Prediction.
Alex G. C. de SáDavid B. AscherPublished in: GECCO Companion (2024)
Keyphrases
- machine learning
- prediction accuracy
- machine learning methods
- evolutionary computation
- learning algorithm
- knowledge acquisition
- prediction model
- pattern recognition
- machine learning approaches
- prediction error
- predictive modeling
- computer vision
- machine learning algorithms
- text classification
- semi automated
- learning problems
- learning systems
- evolutionary computing
- model selection
- computational intelligence
- natural language processing
- genetic algorithm
- decision trees
- protein secondary structure prediction
- data mining
- evolutionary optimization
- feature selection
- prediction algorithm
- automated analysis
- computer science
- computational biology
- expert systems
- fully automated
- active learning
- knowledge representation
- support vector machine
- small number
- semi automatic
- text mining