Improving Software Effort Estimation with Heterogeneous Stacked Ensemble Using SMOTER over ELM and SVR Base Learners.
D. V. S. DurgeshM. V. S. SaketRamana Reddy BPublished in: MIWAI (2023)
Keyphrases
- base learners
- ensemble methods
- extreme learning machine
- ensemble learning
- support vector regression
- random forests
- base classifiers
- decision trees
- meta learning
- learning scheme
- training data
- learning tasks
- regression problems
- cost sensitive
- generalization ability
- support vector machine
- prediction accuracy
- cross validation
- machine learning methods
- bias variance decomposition
- classification algorithm
- neural network
- loss function
- benchmark datasets
- random forest
- training process
- regression model
- learning algorithm
- support vector machine svm
- multi task
- nearest neighbor
- hidden nodes
- feature set
- knn
- training set
- machine learning algorithms
- genetic algorithm
- machine learning
- inductive learning