Adaptive matrix metrics for molecular descriptor assessment in QSPR classification.
Axel J. SotoMarc StrickertGustavo E. VazquezPublished in: J. Cheminformatics (2010)
Keyphrases
- decision trees
- feature extraction
- pattern recognition
- automatic classification
- classification accuracy
- machine learning
- training set
- pattern classification
- support vector machine
- classification algorithm
- class labels
- machine learning methods
- image classification
- object recognition
- feature selection
- classification models
- classification systems
- decision rules
- support vector machine svm
- feature set
- supervised learning
- feature vectors
- preprocessing