Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data Reduction.
Hussein MohsenHasan KurbanKurt ZimmerMark JenneMehmet M. DalkiliçPublished in: BigData Congress (2015)
Keyphrases
- random forest
- big data
- data reduction
- data analysis
- knowledge discovery
- data compression
- decision trees
- feature set
- data management
- cloud computing
- ensemble methods
- data processing
- preprocessing
- rough set theory
- feature selection
- classification accuracy
- data quality
- business intelligence
- classification rules
- data mining
- image segmentation
- singular value decomposition
- multi label
- model selection
- social media
- real world
- text mining
- multi class
- image processing
- database systems
- feature space