Lossless Pruned Naive Bayes for Big Data Classifications.
Nanfei SunBingjun SunJian (Denny) LinMichael Yu-Chi WuPublished in: Big Data Res. (2018)
Keyphrases
- big data
- naive bayes
- decision trees
- text classification
- naive bayes classifier
- classification accuracy
- logistic regression
- data management
- data analysis
- text categorization
- cloud computing
- knowledge discovery
- training data
- bayesian networks
- bayesian classifier
- big data analytics
- feature selection
- social media
- test instances
- text classifiers
- data processing
- averaged one dependence estimators
- conditional independence assumption
- business intelligence
- independence assumption
- naive bayesian classifier
- database systems
- bayesian network classifiers
- attribute dependencies
- statistical learning
- data warehousing
- data model
- real world
- model selection
- neural network