information.txt

In this zip-file, we have the Scripts for our Machine Learning Project: Powerpredict.
The report (PDF) was already submitted in the "Report-submission menu"

This zip-File contains:
- this text-File
- Notebook (Inside the second box a variable can be set to either use the linear regression model or the regression trees)
- 2 executable jobLib-Files for our models (as a Backup if the notebook would somehow not work)
- k_nearest_enighbors_implementation


We added one additional implementation, because it is the one that outperforms the other two implementations,
but the library that is used in this implementation is not available on "ifi-europa.uibk.ac.at". We are not sure,
if the implementation is correct due to the encoder, but we decided to just give it a shot and submit this one too,
because the performance was quite good (train: 954.26, test: 1881.62, hidden-test: 2503.17), -> but also Overfitting.
Additional Information: You need the CSV-Files to test the implementation!