end-to-end example of UCI Dataset

[ashryaagr]

Initial start for the UCI Dataset Airfoil. I will further add code for plotting and scaling the input using ZScoreTransform from ScikitLearn.jl.

[tlienart]

Hello! thanks for this, it's a good start. I would suggest:

1. adding a few rounds of hyperparameter tuning with cross validation
2. adding a comparison with another classifier

yes plots would be very welcome too, thanks 👍

PS: the ZScoreTransform is not available; you can either add it directly to MLJModels or code it yourself or use another available transformer

[tlienart]

Readme changes are all fine by me, thanks!

[ashryaagr]

@tlienart I have added the comparison of DecisionTreeRegressor with RandomForestRegressor and have performed hyperparameter tuning too. I have made use of Standardizer and also plotted a heatmap.
Could you please review the same.

[tlienart]

Thanks a lot for your contribution @ashryaagr , looks good to me at first glance, I'll do another full depth pass within the next few days. Cheers!

[tlienart]

Sorry for the delay, there seems to be a bug in how CSV reads requests like this, the line to recover the data doesn't seem to work anymore.

[tlienart]

nvm, it's an issue with CSV, fixed by upgrading.

[tlienart]

ok that looks good, I've done a few fixes/changes and added your name at the top (thanks!!) and will merge this.

I'll wait for https://travis-ci.com/github/alan-turing-institute/MLJTutorials/builds/160590950 to pass first.

At least locally, updating everything, it works. so should be good

[tlienart]

closing in favour of #51 , thanks!

[ablaom]

Thanks for this both @tlienart @ashryaagr ! 💪