data-mining

Clustering in a nutshell

(Last updated: 17. April. 2020) This blog post is a supplement for Data Mining instruction at Business Process Intelligence, RWTH-Aachen. Concept Clustering is one of the most well-known unsupervised learning methods.

Association Mining in a nutshell

(Last updated: 17. April. 2020) This blog post is a supplement for Data Mining instruction at Business Process Intelligence, RWTH-Aachen. Concept Association rule aims at discovering interesting relations between variables (mostly sets of variables) in large databases.

Decision Tree in a nutshell

(Last updated: 17. April. 2020) This blog post is a supplement for Data Mining instruction at Business Process Intelligence, RWTH-Aachen. Concept Decision trees can be categorized into the classification tree where the target values are discrete and the regression tree where target values are continuous.