Improving code readability classification using convolutional neural networks.
Qing MiJacky KeungYan XiaoSolomon MensahYujin GaoPublished in: Inf. Softw. Technol. (2018)
Keyphrases
- convolutional neural networks
- pattern recognition
- pattern classification
- classification accuracy
- support vector
- feature vectors
- supervised learning
- decision trees
- classification systems
- preprocessing
- classification method
- classification algorithm
- model selection
- supervised classification
- automatic classification
- benchmark datasets
- dimensionality reduction
- training set
- feature space
- feature extraction
- feature selection
- machine learning
- training samples
- support vector machine svm
- text classification
- class labels
- svm classifier
- decision rules
- support vector machine
- dynamic programming
- roc curve
- object classification