Random forest for big data classification in the internet of things using optimal features.
S. K. LakshmanaprabuK. ShankarM. IlayarajaAbdul Wahid NasirV. VijayakumarNaveen K. ChilamkurtiPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- big data
- random forest
- feature set
- classification accuracy
- feature vectors
- feature subset
- feature importance
- decision trees
- feature selection
- feature extraction
- fold cross validation
- feature space
- random forests
- feature ranking
- classification models
- ensemble classifier
- class labels
- data analysis
- benchmark datasets
- cloud computing
- decision tree learning algorithms
- business intelligence
- data processing
- text classification
- data management
- multi label
- social media
- big data analytics
- machine learning
- svm classifier
- ensemble methods
- prediction accuracy
- machine learning algorithms
- databases
- naive bayes
- support vector machine svm
- information processing