Computational Modeling of Gene-Specific Transcriptional Repression, Activation and Chromatin Interactions in Leukemogenesis by LASSO-Regularized Logistic Regression.
Nickolas SteinauerKevin ZhangChun GuoJinsong ZhangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- logistic regression
- computational modeling
- generalized linear models
- decision trees
- credit scoring
- computational model
- logistic regression models
- cellular processes
- support vector
- least squares
- loss function
- industrial applications
- gene regulation
- cognitive science
- computational models
- gene expression
- naive bayes
- gene expression data
- linear support vector machines
- odds ratio
- systems engineering
- feature selection
- regulatory networks
- artificial intelligence
- transcription factors
- gene regulatory networks
- data sets
- cross validation
- classification accuracy
- similarity measure
- learning algorithm