Automated Text Binary Classification Using Machine Learning Approach.
Alberto HoltsClaudio RiquelmeRodrigo AlfaroPublished in: SCCC (2010)
Keyphrases
- binary classification
- learning problems
- machine learning
- support vector machine
- multi class
- support vector
- multi class classification
- learning tasks
- text mining
- machine learning algorithms
- cost sensitive
- bipartite ranking
- multi label
- generalization error
- binary classifiers
- learning algorithm
- machine learning methods
- ensemble methods
- supervised learning
- reinforcement learning
- kernel methods
- semi supervised learning
- prediction accuracy
- information retrieval
- text categorization
- model selection
- natural language processing
- active learning
- feature selection
- non stationary
- unsupervised learning
- k nearest neighbor
- information extraction
- upper bound
- knowledge discovery
- class imbalance
- feature extraction
- computer vision