A Text Classification Approach using Parallel Naive Bayes in Big Data Context.
Houda AmazalMohammed RamdaniMohamed KissiPublished in: SITA (2018)
Keyphrases
- text classification
- naive bayes
- big data
- text categorization
- bag of words
- naive bayes classifier
- logistic regression
- text classifiers
- feature selection
- big data analytics
- machine learning
- decision trees
- text data
- bayesian classifier
- labeled data
- cloud computing
- text mining
- data analysis
- document classification
- knowledge discovery
- social media
- data processing
- knn
- multi label
- data management
- classification accuracy
- semantic features
- text documents
- naive bayes classification
- term frequency
- data sets
- classification algorithm
- business intelligence
- unlabeled data
- k nearest neighbor
- independence assumption
- case study
- averaged one dependence estimators
- database
- augmented naive bayes