Embedded Methods Incorporating Feature Selection
- Random multinomial logit (RMNL)
- Sparse regression, LASSO
- Regularized trees e.g. regularized random forest implemented in the RRF package
- Decision tree
- Memetic algorithm
- Auto-encoding networks with a bottleneck-layer
- Many other machine learning methods applying a pruning step.
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