Extended Study of the Classification of Dopamine Receptor Agonists and Antagonists using a TFS-based Support Vector Machine.
Satoshi FujishimaYoshimasa TakahashiKatsumi NishikoriHiroaki KatoTakashi OkadaPublished in: New Gener. Comput. (2007)
Keyphrases
- support vector machine
- support vector
- machine learning
- support vector machine svm
- image classification
- classification algorithm
- feature vectors
- high classification accuracy
- feature selection
- multi class
- benchmark datasets
- text classification
- empirical studies
- decision trees
- classification scheme
- classification method
- svm classifier
- kernel function
- classification accuracy
- pattern recognition
- high dimensional
- training set
- preprocessing
- data sets
- feature set
- feature extraction
- classification models
- decision boundary
- small sample
- svm classification