Comparing Machine Learning Classification Approaches for Predicting Expository Text Difficulty.
Renu BalyanKathryn S. McCarthyDanielle S. McNamaraPublished in: FLAIRS Conference (2018)
Keyphrases
- machine learning
- machine learning methods
- supervised machine learning
- machine learning algorithms
- pattern recognition
- machine learning approaches
- supervised learning
- decision trees
- text classification
- classification accuracy
- classification systems
- text mining
- feature selection
- data mining
- supervised classification
- automatic classification
- support vector machine svm
- classification method
- support vector machine
- computational linguistics
- feature extraction
- learning algorithm
- feature space
- preprocessing
- support vector
- learning models
- pattern classification
- classification models
- text classifiers
- neural networks and support vector machines
- data sets
- microarray
- class labels
- benchmark datasets
- unsupervised learning
- model selection
- knowledge acquisition
- knowledge discovery
- active learning
- keywords