> For the complete documentation index, see [llms.txt](https://www.sparkitecture.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.sparkitecture.io/machine-learning/regression.md).

# Regression

- [Linear Regression](https://www.sparkitecture.io/machine-learning/regression/linear-regression.md)
- [Decision Tree](https://www.sparkitecture.io/machine-learning/regression/decision-tree.md)
- [Random Forest](https://www.sparkitecture.io/machine-learning/regression/random-forest.md)
- [Gradient-Boosted Trees](https://www.sparkitecture.io/machine-learning/regression/gradient-boosted-trees.md)