Task Failure Prediction using Combine Bagging Ensemble (CBE) Classification in Cloud Workflow.
P. PadmakumariUmamakeswari ArumugamPublished in: Wirel. Pers. Commun. (2019)
Keyphrases
- artificial intelligence
- failure prediction
- ensemble classification
- machine learning
- training set
- decision trees
- ensemble classifier
- ensemble methods
- ensemble learning
- classifier ensemble
- decision tree classifiers
- majority voting
- imbalanced data
- random forests
- tree ensembles
- classification accuracy
- random forest
- cloud computing
- individual classifiers
- weak learners
- generalization ability
- base classifiers
- classification models
- training data
- support vector machine
- machine learning algorithms
- classification algorithm
- learning algorithm
- regression problems
- knowledge base
- ensemble selection
- concept drift
- image processing
- multiresolution
- feature space
- decision tree ensembles
- neural network
- accurate classifiers
- support vector
- machine learning methods
- base learners
- class labels
- petri net
- generalization error