An Empirical Study on Software Failure Classification with Multi-label and Problem-Transformation Techniques.
Yang FengJames A. JonesZhenyu ChenChunrong FangPublished in: ICST (2018)
Keyphrases
- multi label
- multi label classification
- image classification
- class labels
- text classification
- multi label learning
- multi instance
- text categorization
- graph cuts
- image annotation
- binary classification
- classification accuracy
- support vector machine
- machine learning
- classification algorithm
- support vector machine svm
- cost sensitive
- multiple labels
- feature space
- feature extraction
- svm classifier
- protein function prediction
- hierarchical text categorization
- cross validation
- machine learning algorithms
- multi class
- knn
- feature vectors
- training set
- support vector
- decision trees
- k nearest neighbor
- learning problems
- dimensionality reduction
- supervised learning
- binary classifiers
- data points
- label assignment