This application enables creation of a structured dataset from a number of text files containing historical weather variables across the Netherlands that are provided by Koninklijk Nederlands Meteorologisch Instituut (KNMI). The tree-based models include a single decision tree model as well as two types of tree ensemble models including the Random Forest and Gradient-boosted models. The forecast variable is a discrete variable representing the severity of precipitation.
SBT 1.1.X and Java 8+ are needed to build. For a list of dependencies and Scala version, please see build.sbt.
The daily weather data are maintained by the Royal Netherlands Meteorological Institute and available for download at: http://projects.knmi.nl/klimatologie/daggegevens/selectie.cgi.
This project is licensed under the MIT License - see the LICENSE.md file for details.