Using Gene Pair Combinations to Improve the Accuracy of the PAM Classifier.
Pankaj ChopraJaewoo KangJinseung LeePublished in: BIBM (2009)
Keyphrases
- improve the recognition accuracy
- confusion matrix
- computational cost
- support vector machine
- high accuracy
- learning algorithm
- prediction accuracy
- significantly improves the accuracy
- leave one out cross validation
- unseen data
- fold cross validation
- training data
- decision trees
- error rate
- data sets
- ensemble learning
- roc curve
- classification accuracy
- classifier ensemble
- individual classifiers
- support vector
- associative classifiers
- feature selection
- neural network