Legal Docket Classification: Where Machine Learning Stumbles.
Ramesh NallapatiChristopher D. ManningPublished in: EMNLP (2008)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- supervised machine learning
- text classification
- machine learning algorithms
- feature selection
- pattern classification
- supervised classification
- support vector machine
- automatic classification
- classification accuracy
- text mining
- rule learning
- decision rules
- model selection
- image classification
- artificial intelligence
- computer vision
- support vector
- supervised learning
- training set
- spam filtering
- svm classifier
- data analysis
- neural network
- natural language processing
- learning algorithm
- classification systems
- machine learning approaches
- classification scheme
- cost sensitive
- learning tasks
- classification rules
- natural language
- classification algorithm
- class labels
- learning systems
- unsupervised learning
- data sets