Impact of distance-based metric learning on classification and visualization model performance and structure-activity landscapes.
Natalia V. KireevaSvetlana I. OvchinnikovaSergey L. KuznetsovAndrey M. KazennovAslan Yu. TsivadzePublished in: J. Comput. Aided Mol. Des. (2014)
Keyphrases
- metric learning
- classification accuracy
- data sets
- machine learning
- pattern recognition
- text classification
- knn
- image classification
- nearest neighbor classification
- kernel learning
- text categorization
- model selection
- distance measure
- data analysis
- support vector
- decision trees
- feature selection
- data mining
- neural network