Effectiveness of semi-supervised learning in bankruptcy prediction.
Stamatis KarlosSotiris KotsiantisNikos FazakisKyriakos N. SgarbasPublished in: IISA (2016)
Keyphrases
- semi supervised learning
- bankruptcy prediction
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- co training
- semi supervised classification
- machine learning
- active learning
- text categorization
- manifold regularization
- label propagation
- semi supervised learning algorithms
- training data
- labeled and unlabeled data
- case study
- financial ratios
- graph construction
- graph based semi supervised learning
- learning algorithm
- short term
- text classification
- natural language processing
- multi class
- training set
- real world
- neural network