On Improving the Accuracy of Readability Classification using Insights from Second Language Acquisition.
Sowmya VajjalaDetmar MeurersPublished in: BEA@NAACL-HLT (2012)
Keyphrases
- classification accuracy
- pattern recognition
- predictive accuracy
- automatic classification
- correct classification
- classification scheme
- classification rate
- accuracy rate
- classification process
- high accuracy
- support vector
- feature extraction
- fold cross validation
- prediction accuracy
- classification algorithm
- data sets
- higher classification accuracy
- generalization ability
- classification models
- classification method
- error rate
- support vector machine svm
- computational cost
- feature vectors
- data mining
- pattern classification
- class labels
- roc curve
- text classification
- image classification
- support vector machine
- individual classifiers
- preprocessing
- random selection
- high classification accuracy