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shogun-toolbox / shogun

Shōgun
http://shogun-toolbox.org
BSD 3-Clause "New" or "Revised" License
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Visually compare multiple classification/regression methods #2718

Open karlnapf opened 9 years ago

karlnapf commented 9 years ago

We aim to re-produce this plot: http://scikit-learn.org/stable/_images/plot_classifier_comparison_001.png

This should be super simple within an ipython notebook (for example the one on classification). Or within a new script.

A similar thing for regression would be nice.

Eternal fame is the reward as this will probably be added to the website ;)

lisitsyn commented 9 years ago

We will put your portrait in a postmodern style just to the left of this pic

karlnapf commented 9 years ago

Haha, WHAT? :)

AnishShah commented 9 years ago

Hi @karlnapf , I am new and I want to work on this. I want to know on which dataset should I make an IPython Notebook. ?

abinashmeher999 commented 9 years ago

@karlnapf I am interested in this but I dont know if I will be suitable for this, since I dont know how to use any of those classifiers in shogun yet. At the same time when I am done with this, I would have learnt a lot, all the classifiers and a lot about shogun. I dont think there's any other issue that can teach me as much as this. I am all in for learning this but there are people who already know these and can do this in a very short time. I am apprehensive about taking this because already a PR of mine is pending which is further being delayed by my exams(which are still going on). Should I take this up?

@lisitsyn We will have to think of something to classify in Heiko's portrait. :)

abinashmeher999 commented 9 years ago

@AnishShah they have used random sample generators from sklearn. Shogun might have a similar thing like this. Which I found here.

lisitsyn commented 9 years ago

Use this mask ;)

699071

karlnapf commented 9 years ago

hahaha ;)

lisitsyn commented 9 years ago

Task one - smooth this picture and use it as a distribution.

karlnapf commented 9 years ago

@AnishShah check the examples we have, all supervised methods we have are here: http://www.shogun-toolbox.org/doc/en/latest/classshogun_1_1CMachine.html

youssef-emad commented 8 years ago

@karlnapf @lisitsyn I made this notebook for different classification models.

karlnapf commented 8 years ago

Hey @youssef-emad This is great, exactly what I had in mind. Thanks for that! Can you send a pull request? Then we can comment line by line!