Secured fast prediction of cloud data stream with balanced load factor using Ensemble Tree Classification.
Balamurugan BalasubramanianKamalraj DuraiS. JegadeeswariM. SugumaranPublished in: ICACCI (2015)
Keyphrases
- data streams
- ensemble classifier
- decision tree classifiers
- feature selection
- classification accuracy
- final classification
- concept drift
- multiple classifiers
- feature vectors
- training set
- data stream classification
- neural networks and support vector machines
- cloud computing
- support vector machine svm
- support vector
- decision trees
- classifier ensemble
- mining concept drifting data streams
- change detection
- concept drifting
- weak learners
- stream processing
- regression problems
- ensemble learning
- classification algorithm
- cost sensitive
- machine learning methods
- index structure
- text classification
- support vector machine
- feature extraction
- machine learning
- neural network
- prediction model
- load balancing
- data sets
- tree structure
- sliding window
- supervised learning
- association rules