Improving the Accuracy of Classifiers for the Prediction of Translation Initiation Sites in Genomic Sequences.
George TzanisChristos BerberidisAnastasia AlexandridouIoannis P. VlahavasPublished in: Panhellenic Conference on Informatics (2005)
Keyphrases
- prediction accuracy
- genomic sequences
- classification accuracy
- high accuracy
- fold cross validation
- feature selection
- website
- individual classifiers
- roc curve
- improving classification accuracy
- classification rate
- ensemble pruning
- training data
- decision trees
- confusion matrix
- svm classifier
- databases
- machine translation
- ensemble learning
- training set
- ensemble classifier
- multiple classifier systems
- roc analysis
- neural networks and support vector machines
- classification algorithm
- naive bayes
- text classification
- support vector machine
- probabilistic model
- learning algorithm