Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study.
Cecile ValsecchiFrancesca GrisoniViviana ConsonniDavide BallabioPublished in: J. Chem. Inf. Model. (2020)
Keyphrases
- case study
- pattern classification
- classification accuracy
- text classification
- image classification
- real world
- machine learning
- feature extraction
- automatic classification
- preprocessing
- classification models
- unsupervised learning
- decision rules
- classification method
- lessons learned
- classification process
- classification scheme
- classification systems
- data sets
- support vector machine
- class labels
- classification algorithm
- real life
- pattern recognition
- support vector
- model selection
- support vector machine svm
- supervised learning
- classification rules
- active learning
- development process
- decision trees
- feature selection
- neural network