A Scalable Text Classification Using Naive Bayes with Hadoop Framework.
Mulualem Mheretu TemesgenDereje Teferi LemmaPublished in: ICT4DA (2019)
Keyphrases
- text classification
- naive bayes
- decision trees
- text categorization
- feature selection
- naive bayes classifier
- text classifiers
- bag of words
- logistic regression
- uci datasets
- text data
- machine learning
- classification accuracy
- probability estimation
- classification algorithm
- knn
- semantic features
- cost sensitive
- naive bayesian classifier
- uci data sets
- averaged one dependence estimators
- document classification
- bayesian networks
- training data
- base classifiers
- real valued
- text documents
- multi label
- probabilistic model
- test instances
- natural language
- bayesian network classifiers
- map reduce
- feature extraction
- data sets