Using data-compressors for statistical analysis of problems on homogeneity testing and classification.
Boris RyabkoAndrey GuskovIrina SelivanovaPublished in: CoRR (2017)
Keyphrases
- statistical analysis
- data sets
- data generation
- data collection
- data structure
- machine learning
- database
- raw data
- synthetic data
- training data
- data processing
- data analysis
- image data
- statistical tests
- decision trees
- pattern recognition
- statistical methods
- application domains
- data distribution
- data points
- data mining applications
- high dimensionality
- spatial data
- support vector
- missing values
- test data
- prior knowledge
- missing data
- preprocessing
- computer systems
- feature vectors
- input data
- data sources