An improved boosting based on feature selection for corporate bankruptcy prediction.
Gang WangJian MaShanlin YangPublished in: Expert Syst. Appl. (2014)
Keyphrases
- bankruptcy prediction
- feature selection
- financial data
- learning vector quantization
- credit card
- financial ratios
- select relevant features
- text categorization
- multiple criteria linear programming
- literature review
- multi class
- machine learning
- support vector machine
- feature set
- case study
- feature space
- knn
- support vector
- feature selection algorithms
- ensemble learning
- neural network
- ensemble methods
- classification accuracy
- text classification
- data sets
- feature subset
- base classifiers
- data mining
- unsupervised learning
- long term
- feature extraction
- decision stumps
- dimensionality reduction
- learning algorithm
- knowledge discovery