Mining Sequence Classifiers for Early Prediction.
Zhengzheng XingJian PeiGuozhu DongPhilip S. YuPublished in: SDM (2008)
Keyphrases
- prediction accuracy
- event sequences
- sequence prediction
- training data
- ensemble classifier
- training samples
- feature selection
- linear classifiers
- mining algorithm
- web mining
- splice site
- neural networks and support vector machines
- naive bayes
- training examples
- multiple classifiers
- training set
- decision trees
- support vector
- prediction model
- classification models
- data mining
- frequent sequences
- sequence analysis
- prediction algorithm
- classification rate
- pattern mining
- sequential patterns
- data mining algorithms
- text mining
- itemsets
- roc curve
- data mining techniques
- data structure
- sequential pattern mining
- feature extraction
- frequent patterns
- multi class
- location prediction
- machine learning algorithms