Mixed learning algorithms and features ensemble in hepatotoxicity prediction.
Chin Yee LiewYen Ching LimChun Wei YapPublished in: J. Comput. Aided Mol. Des. (2011)
Keyphrases
- learning algorithm
- prediction accuracy
- feature extraction
- machine learning
- training data
- feature vectors
- training examples
- neural network
- low level
- prediction algorithm
- weak classifiers
- learning scheme
- extracted features
- random forests
- learning rate
- ensemble learning
- learning models
- random forest
- prediction model
- svm classifier
- multi class
- learning process