# Examples

The notebooks compare GUIDE trees and ensembles with scikit-learn's on scikit-learn's bundled datasets, and GUIDE's linear discriminant trees with single-variable trees and LDA.

```{toctree}
:maxdepth: 1

examples/classification
examples/regression
examples/ensembles
examples/selection_bias
examples/discriminant
```