[ml] A challenge...
Glen Jarvis
glen at glenjarvis.com
Wed Sep 8 22:54:11 PDT 2010
This is by no means as cool as the Kaggle HIV challenge, or any of the other
challenges that you've done. Buuut, I did make a little challenge (mostly
for myself, but I'll share if you wish to take it on).
I took the CS229 lecture notes for a single variable input (Living area),
figured out a rough fit to the line and then did some 'fudging' to a new
function (I used the 'fudging' to see how close I can get to 'known'
parameters). I then added some 'noise' to the expected output (Thanks, for
the suggestion on NumPy Mike!)
So, a data file is on the Wiki Page under a new section called "Supplemental
Files" (I had to save it in Excel to be able to upload it to the wiki). If
you can figure out the exact parameters that I used to generate the data
(before adding the noise), I'll buy you a beverage. I know this isn't hard,
but it was so fun for me to generate (as I learned a lot in doing so).
I also am trying to use the algorithm listed on page 7 of the notes to see
if I can get this to converge to the parameters that I used to generate the
data. And, I'm interested in comparing other people's approaches/solutions
to this.
This also gives me a more basic example to work on before we get to the more
difficult problem sets. Baby steps.. I need baby steps....
:)
Cheers,
Glen
--
Whatever you can do or imagine, begin it;
boldness has beauty, magic, and power in it.
-- Goethe
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