Comparison of data classification methods for predictive ranking of banks exposed to risk of failure.
Charles A. WorrellShaun M. BradyJerzy W. BalaPublished in: CIFEr (2012)
Keyphrases
- data sets
- statistical methods
- historical data
- high dimensional data
- predictive model
- classification systems
- training samples
- statistical analysis
- ordinal data
- accurate classification
- data mining techniques
- training data
- machine learning methods
- data reduction
- data analysis
- classification method
- knowledge discovery
- benchmark datasets
- bayesian methods
- feature selection
- classification models
- data mining methods
- feature extraction
- missing values
- missing data
- database
- data quality
- data structure
- decision trees
- data points
- machine learning
- data sources
- xml documents