Chrom-Lasso: a lasso regression-based model to detect functional interactions using Hi-C data.
Jingzhe LuXu WangKeyong SunXun LanPublished in: Briefings Bioinform. (2021)
Keyphrases
- experimental data
- linear regression
- prior knowledge
- input data
- data processing
- probabilistic model
- probability distribution
- synthetic data
- data collection
- statistical analysis
- elastic net
- learning models
- computational model
- high dimensional data
- data sets
- feature selection
- least squares
- image data
- knowledge discovery
- data sources
- simulation data
- training data
- test data
- neural network
- data mining techniques
- predictive model
- empirical data
- variable selection
- social networks
- prior information
- statistical methods
- sample size
- sparse representation
- model selection