SuperPred 3.0: drug classification and target prediction - a machine learning approach.
Kathleen GalloAndrean GoedeRobert PreissnerBjörn-Oliver GohlkePublished in: Nucleic Acids Res. (2022)
Keyphrases
- prediction accuracy
- classification accuracy
- pattern recognition
- feature space
- nearest neighbour algorithm
- classification scheme
- automatic classification
- decision rules
- machine learning algorithms
- neural networks and support vector machines
- correct classification
- classification method
- pattern classification
- classification models
- feature vectors
- classification rate
- classification systems
- prediction algorithm
- text classification
- support vector machine svm
- classification algorithm
- support vector machine
- artificial neural networks
- predictive modeling
- multi layer perceptron
- target tracking
- supervised learning
- feature set
- unsupervised learning