: R classes and methods for SNP array data.
Robert B. ScharpfJason C. TingJonathan PevsnerIngo RuczinskiPublished in: Bioinform. (2007)
Keyphrases
- statistical methods
- data sets
- high dimensional data
- data mining methods
- data quality
- spectral clustering
- data mining techniques
- data analysis
- database
- training data
- high quality
- data structure
- missing values
- synthetic data
- probability distribution
- image data
- data processing
- data collection
- missing data
- dimensionality reduction methods
- significant improvement
- human experts
- data mining applications
- original data
- preprocessing
- noisy data
- training set
- classification trees
- genomic data
- data reduction
- databases
- raw data
- data acquisition
- input data
- data sources
- prior knowledge