Prediction of activity and selectivity profiles of human Carbonic Anhydrase inhibitors using machine learning classification models.
Annachiara TinivellaLuca PinziGiulio RastelliPublished in: J. Cheminformatics (2021)
Keyphrases
- classification models
- machine learning
- models built
- decision trees
- feature selection
- learning models
- human activities
- training data
- prediction accuracy
- pattern recognition
- feature ranking
- software quality classification
- ensemble classifier
- machine learning algorithms
- machine learning methods
- attribute selection
- learning algorithm
- human immunodeficiency virus
- semi supervised learning
- data mining
- learning tasks
- computer vision
- similarity measure
- image processing
- software quality