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shogun-toolbox / shogun-demo

Shogun Toolbox Interactive Web Demos
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Regression models + dataset #36

Closed Saurabh7 closed 10 years ago

Saurabh7 commented 10 years ago

@karlnapf I have added a demo about the regression models: linear ridge, least squares, kernel ridge to choose from. Also a choice to load the Boston housing dataset and its various attributes to play with. Please have a look..

karlnapf commented 10 years ago

Nice! I will merge this for now and then explore a bit on my machine. Great with the Boston Housing dataset!

Saurabh7 commented 10 years ago

@karlnapf where should I add the dataset file? Locally i had put it in /data/toy since : DATA_PATH = ROOT_PATH + '/data'

karlnapf commented 10 years ago

shogun-data repository (thats where the other datasets are)

karlnapf commented 10 years ago

please put your extensions into the README.md

karlnapf commented 10 years ago

I like this, it would be cool to have it for other methods.

About parameters, I would completely remove them in fact. Rather do grid-search or similar to learn them from data. The point here is to illustrate what the methods do. You can add a little text box where the optimal parameters are printed maybe? Let me know what you think

karlnapf commented 10 years ago

Importing the Boston housing dataset doesnt work here. Any ideas?

karlnapf commented 10 years ago

I like this a lot!

karlnapf commented 10 years ago

Something similar should exist for classification. In fact, try to put in as many models as you can for both regression and classification. And again, just remove the parameters and learn them from data. Quite cool!

karlnapf commented 10 years ago

Reference your notebook Add LARS

karlnapf commented 10 years ago

The housing data is not in shogun-data. Could you send a PR with that?