Ensemble classifier based big data classification with hybrid optimal feature selection.
J. C. Miraclin Joyce PamilaR. Senthamil SelviP. SanthiT. M. NithyaPublished in: Adv. Eng. Softw. (2022)
Keyphrases
- big data
- feature selection
- classification accuracy
- feature subset
- support vector
- wrapper feature selection
- classification models
- feature space
- feature set
- cloud computing
- text classification
- data management
- feature ranking
- feature extraction
- support vector machine
- data analysis
- ensemble classification
- high volume
- decision trees
- social media
- ensemble classifier
- big data analytics
- model selection
- feature selection algorithms
- ensemble learning
- random forest
- data processing
- vast amounts of data
- unstructured data
- text categorization
- ensemble methods
- machine learning
- business intelligence
- predictive modeling
- massive data
- massive datasets
- multi class
- knowledge discovery
- data science
- naive bayes
- data sets
- decision support system
- case study