An approach to sample selection from big data for classification.
Sheng XingYu-Lin HeHong ZhuXizhao WangPublished in: SMC (2016)
Keyphrases
- big data
- sample selection
- decision trees
- cloud computing
- pattern recognition
- knowledge discovery
- classification accuracy
- vast amounts of data
- support vector
- predictive modeling
- active learning
- feature vectors
- classification method
- information systems
- selection strategy
- big data analytics
- massive datasets
- machine learning
- classification algorithm
- machine learning algorithms
- business intelligence
- text classification
- support vector machine
- social media
- training set
- data analysis
- support vector machine svm
- data processing
- image classification
- query processing
- svm classification
- feature space
- training data
- data science
- feature selection