Exploring the Chemical Space of Cytochrome P450 Inhibitors Using Integrated Physicochemical Parameters, Drug Efficiency Metrics and Decision Tree Models.
Yusra Sajid KianiIshrat JabeenPublished in: Comput. (2019)
Keyphrases
- decision trees
- analytical models
- classification models
- statistical models
- predictive accuracy
- machine learning algorithms
- free parameters
- autoregressive
- maximum likelihood
- model selection
- parameter estimation
- parameter space
- data sets
- search space
- decision tree induction
- parametric models
- parameter values
- experimental data
- logistic regression
- regression model
- space time
- multi class