A MapReduce-Based Ensemble Learning Method with Multiple Classifier Types and Diversity for Condition-Based Maintenance with Concept Drifts.
Chun-Cheng LinLei ShuDer-Jiunn DengTzu-Lei YehYu-Hsiang ChenHsin-Lung HsiehPublished in: IEEE Cloud Comput. (2017)
Keyphrases
- ensemble learning
- ensemble classifier
- classification algorithm
- concept drift
- support vector machine svm
- feature set
- pairwise
- support vector machine
- feature selection
- classification accuracy
- data sets
- unsupervised learning
- training set
- feature subset
- base classifiers
- generalization ability
- data streams
- training data
- fusion method