ACL RD-TEC 1.0 Summarization of C02-1155
Paper Title:
MULTI-DIMENSIONAL TEXT CLASSIFICATION
MULTI-DIMENSIONAL TEXT CLASSIFICATION
Authors: Thanaruk Theeramunkong and Verayuth Lertnattee
Primarily assigned technology terms:
- bayes classifier
- centroid-based classifier
- classification
- classification approach
- classifier
- classifiers
- computer science
- cross validation
- database
- databases
- flat classification
- flat-based classification
- grouping
- k-nearest neighbor
- k-nearest neighbor classifier
- k-nn
- modeling
- multi-dimensional classification
- naive bayes
- naive bayes classifier
- naive bayesian
- nearest neighbors
- search
- search engines
- searching
- text classification
- validation
- weighting
Other assigned terms:
- 10-fold cross validation
- approach
- category hierarchy
- category model
- classification accuracy
- classification category
- concept
- data model
- data set
- data sets
- data sparseness
- data sparseness problem
- document
- document length
- document set
- experimental results
- fact
- hierarchical model
- implementation
- leaf
- measures
- medline
- method
- mood
- multi-dimensional category model
- posterior
- posterior probability
- probability
- set size
- sparseness problem
- standard deviation
- statistical approach
- tags
- technology
- term
- term frequency
- text
- text classification category
- text documents
- time complexity
- topics
- training
- training data
- training document
- training documents
- training examples
- training set
- training set size
- web documents
- web page
- web pages
- word
- words
