How do Trivial Refactorings Affect Classification Prediction Models?
Darwin PinheiroCarla Ilane Moreira BezerraAnderson G. UchôaPublished in: SBCARS (2022)
Keyphrases
- classification models
- pattern recognition
- support vector machine
- prediction accuracy
- classification method
- model selection
- prediction model
- automatic classification
- models built
- statistical models
- probabilistic model
- support vector
- predictive modeling
- classification systems
- multi layer perceptron
- supervised learning
- text classification
- feature extraction
- pattern classification
- decision trees
- complex systems
- predictive model
- machine learning algorithms
- statistical model
- unsupervised learning
- classification accuracy
- learning algorithm
- classification schemes
- feature selection
- prediction algorithm
- training data
- preprocessing
- training set
- artificial neural networks
- cross validation
- image classification
- classification rules
- machine learning methods
- labeled data
- neural network
- benchmark datasets