machine learning

Reproducibility of parallel tasks in R

Reproducibility is important. More important than ever. However, making a project reproducible is not as trivial as it sounds.

Hyperparameter Tuning and Performance Assessment of Statistical and Machine-Learning Algorithms Using Spatial Data

While the application of machine-learning algorithms has been highly simplified in the last years due to their well-documented integration in commonly used statistical programming languages (such as R or Python), there are several practical …