Models completed for every body of water on xgBoost#36
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auto_arima was crashing my kernel everytime that's why I gave up on them.
I used xgBoost to build models per bodies of water to see how close i could predict:
Aquifer -> Depth to groundwater
Water Spring -> Flow Rate
Lake -> Lake Level & Flow Rate
River -> River Level
getting it as close to the actual data provided and comparing the model to the data in a plot.
Idk if that is what I was supposed to do but it did take me a week to complete so I hope it is good.
If you would like me to add an ARIMA model to each of the bodies of water I can try and do that too.
Hope you like my plots, i definitely didn't copy some code i found online and then spent like 6 hours trying to change the code so that they would work with my code :)