On the Importance of Parameter Tuning in Text Categorization.
Cornelis H. A. KosterJean BeneyPublished in: Ershov Memorial Conference (2006)
Keyphrases
- text categorization
- parameter tuning
- text classification
- parameter settings
- knn
- ink bleed
- feature selection
- multi label
- k nearest neighbor
- feature weighting
- automated text categorization
- information gain
- reuters corpus
- naive bayes
- text documents
- semi supervised learning
- feature selection for text categorization
- semantic browsing
- machine learning
- model selection
- term weighting
- decision trees
- term frequency
- multi instance multi label learning
- tf idf
- neural network
- feature selection and classifier
- feature vectors
- data sets
- data analysis
- artificial neural networks