Impact of Boolean Factorization as Preprocessing Methods for Classification of Boolean Data.
Radim BelohlávekJan OutrataMartin TrneckaPublished in: CLA (2012)
Keyphrases
- preprocessing
- benchmark datasets
- noisy data
- preprocessing steps
- data collection
- data reduction
- real valued
- data mining techniques
- cross validation
- pattern recognition
- bayesian methods
- classification method
- classification systems
- data mining methods
- original data
- missing values
- data sets
- feature extraction
- knowledge discovery
- data sources
- high dimensional data
- data analysis
- real valued data
- database
- large scale data sets
- statistical tests
- classification models
- data quality
- machine learning methods
- support vector machine
- training samples
- training set
- data structure
- benchmark data sets
- statistical methods
- training data
- clustering algorithm
- classification algorithm
- input data