Words as Classifiers of Documents According to their Historical Period and the Ethnic Origin of their Authors.
Yaakov HaCohen-KernerDror MughazHananya BeckElchai YehudaiPublished in: Cybern. Syst. (2008)
Keyphrases
- training data
- decision trees
- n gram
- naive bayes
- lexical features
- historical documents
- test set
- support vector
- linear classifiers
- historical manuscripts
- training set
- feature set
- class labels
- text documents
- feature selection
- training examples
- supervised classification
- keywords
- related words
- english words
- ranking functions
- machine learning algorithms
- data sets
- word spotting
- automatic text classification
- multiple classifiers
- classification systems
- classification rate
- roc curve
- word sense disambiguation
- classification algorithm
- training samples
- co occurrence