# Classification and Regression

### Classification

[Decision tree classifier](https://george-jen.gitbook.io/data-science-and-apache-spark/decision-trees) 

[Random forest classifier](https://george-jen.gitbook.io/data-science-and-apache-spark/random-forests) 

[Gradient-boosted tree classifier ](https://george-jen.gitbook.io/data-science-and-apache-spark/gradient-boosted-trees-gbts)

[Multilayer perceptron classifier](https://george-jen.gitbook.io/data-science-and-apache-spark/multilayer-perceptron-classifier) 

[Linear Support Vector Machine ](https://george-jen.gitbook.io/data-science-and-apache-spark/linear-support-vector-machine)

[One-vs-Rest classifier (a.k.a. One-vs-All) ](https://george-jen.gitbook.io/data-science-and-apache-spark/onevsrest)

[Naive Bayes](https://george-jen.gitbook.io/data-science-and-apache-spark/naive-bayes-classifiers)

### Regression

[Linear regression](https://george-jen.gitbook.io/data-science-and-apache-spark/linear-regression) 

[Generalized linear regression](https://george-jen.gitbook.io/data-science-and-apache-spark/generalized-linear-regression) 

[Decision tree regression](https://george-jen.gitbook.io/data-science-and-apache-spark/decision-tree-regression) 

[Random forest regression](https://george-jen.gitbook.io/data-science-and-apache-spark/random-forest-regression) 

[Gradient-boosted tree regression ](https://george-jen.gitbook.io/data-science-and-apache-spark/gradient-boosted-tree-regression)

[Survival regression](https://george-jen.gitbook.io/data-science-and-apache-spark/survival-regression) 

[Isotonic regression](https://george-jen.gitbook.io/data-science-and-apache-spark/isotonic-regression)