Insolubility Classification with Accurate Prediction Probabilities Using a MetaClassifier.
Christian KramerBernd BeckTimothy ClarkPublished in: J. Chem. Inf. Model. (2010)
Keyphrases
- pattern recognition
- classification accuracy
- decision trees
- accurate classification
- support vector machine svm
- feature selection
- machine learning
- classification algorithm
- prediction accuracy
- image classification
- nearest neighbour algorithm
- classification scheme
- automatic classification
- feature set
- preprocessing
- high accuracy
- neural networks and support vector machines
- probability distribution
- feature space
- class probabilities
- classification method
- feature vectors
- cost sensitive
- class membership
- least squares support vector machine
- classification process
- training set
- class imbalance
- highly accurate
- prediction model
- pattern classification
- machine learning methods
- probabilistic model
- svm classifier
- class labels
- benchmark datasets
- support vector machine
- text classification
- supervised learning