Comparative Study of Classification Algorithms Using Molecular Descriptors in Toxicological DataBases.
Max PereiraVítor Santos CostaRui CamachoNuno A. FonsecaCarlos J. V. SimõesRui M. M. BritoPublished in: BSB (2009)
Keyphrases
- comparative study
- databases
- machine learning algorithms
- classification algorithm
- benchmark datasets
- pattern recognition
- machine learning
- learning algorithm
- image classification
- computationally efficient
- database
- support vector machine
- support vector
- significant improvement
- worst case
- data structure
- training set
- classification accuracy
- data management
- text classification
- support vector machine svm
- optimization problems
- classification method
- machine learning methods
- classification rules
- pattern classification
- classification models
- decision trees
- classification scheme
- classification schemes