A novel multitask learning algorithm for tasks with distinct chemical space: zebrafish toxicity prediction as an example.
Run-Hsin LinPinpin LinChia-Chi WangChun-Wei TungPublished in: J. Cheminformatics (2024)
Keyphrases
- multi task
- multi task learning
- learning tasks
- learning algorithm
- multiple tasks
- multitask learning
- learning problems
- transfer learning
- prediction accuracy
- chemical compounds
- multi class
- feature selection
- machine learning
- maximum margin
- gaussian processes
- information gain
- machine learning algorithms
- drug discovery
- multiclass support vector machines
- binary classification problems
- learning models
- kernel methods
- reinforcement learning
- training data
- learning experience
- semi supervised
- pairwise
- training examples
- feature extraction
- semi supervised learning
- generative model