The use of class imbalanced learning methods on ULSAM data to predict the case-control status in genome-wide association studies.
R. Onur ÖztornaciHamzah SyedAndrew P. MorrisBahar TasdelenPublished in: J. Big Data (2023)
Keyphrases
- data sets
- data mining techniques
- learning models
- data sources
- missing values
- high dimensional data
- knowledge discovery
- learning process
- training data
- learning algorithm
- data points
- data reduction
- data analysis
- machine learning algorithms
- statistical methods
- supervised learning
- genomic data
- statistical tests
- data warehouse
- databases