Prediction of Cross Project Defects using Ensemble based Multinomial Classifier.
Lipika GoelMayank SharmaSunil Kumar KhatriD. DamodaranPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2020)
Keyphrases
- ensemble classifier
- classifier ensemble
- ensemble learning
- multiple classifiers
- final classification
- prediction accuracy
- training set
- training data
- ensemble methods
- feature selection
- individual classifiers
- neural network ensemble
- base classifiers
- decision trees
- text classification
- ensemble members
- majority voting
- random forest
- naive bayes
- feature space
- support vector machine
- decision tree classifiers
- multiple classifier systems
- feature ranking
- combining classifiers
- binary classification problems
- fusion method
- neural network
- project management
- case study
- text categorization
- training samples
- multi class
- random forests
- concept drift
- learning algorithm
- support vector
- accurate classifiers
- pruning algorithm
- defect detection
- bias variance decomposition
- data sets
- probabilistic model
- supervised learning
- software development
- weak learners
- classification method
- prediction model
- classification models
- weak classifiers