Predicting the fuel consumption of cars

Created: 2014-05-14 14:15:11      Last updated: 2014-05-15 09:39:11

This process is using features extracted from DBpedia to predict the fuel consumption of cars. It uses operators from the Linked Open Data and the Weka extensions.

The process first reads a list of cars with the fuel consumption value. The DBpedia lookup linker is used to link the car names to DBpeida resources. The established links are used to generate additional features, i.e. direct types and categories of each car. Finally, a M5 Rules Operator is used to predict the fuel consumption.

The input data can be downloaded here.

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