Generalizing Gain Penalization for Feature Selection in Tree-Based Models.
Bruna D. WundervaldAndrew C. ParnellKatarina DomijanPublished in: IEEE Access (2020)
Keyphrases
- feature selection
- probabilistic model
- support vector
- statistical model
- classification models
- information systems
- case study
- real time
- model selection
- complex systems
- learning models
- irrelevant features
- discriminative features
- constrained optimization
- multi task
- experimental data
- parameter estimation
- markov random field
- artificial neural networks