Big data classification using heterogeneous ensemble classifiers in Apache Spark based on MapReduce paradigm.
Hamid Reza KadkhodaeiAmir-Masoud Eftekhari-MoghadamMehdi DehghanPublished in: Expert Syst. Appl. (2021)
Keyphrases
- big data
- ensemble classifier
- cloud computing
- classification models
- data analytics
- open source
- decision trees
- data management
- data analysis
- data intensive computing
- support vector machine
- social media
- big data analytics
- ensemble methods
- random forest
- ensemble learning
- text classification
- feature selection
- concept drift
- support vector machine svm
- data processing
- image classification
- support vector
- data mining
- preprocessing step
- machine learning methods
- benchmark datasets
- business intelligence
- knowledge discovery
- feature space
- feature extraction
- classification algorithm
- base classifiers
- information processing
- supervised learning
- data sets