Software effort estimation using classical analogy ensembles based on random subspace.
Mohamed HosniAli IdriPublished in: SAC (2017)
Keyphrases
- random subspace
- random forest
- classifier fusion
- subspace methods
- random subspaces
- ensemble methods
- random sampling
- nearest neighbor classifiers
- ensemble learning
- random forests
- comparative analysis
- majority voting
- base classifiers
- feature subspace
- prediction accuracy
- classifier ensemble
- decision trees
- fusion scheme
- active learning
- prototype selection
- multi class
- base learners
- ensemble classifier
- nearest neighbor classifier
- sample size
- generalization ability
- principal component analysis
- dimension reduction
- face recognition
- selective sampling
- multiple classifier systems
- feature set
- linear discriminant analysis