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View Code? Open in Web Editor NEWCode for the Kaggle Ensembling Guide Article on MLWave
Code for the Kaggle Ensembling Guide Article on MLWave
I'm still thinking of a way to do it elegantly, maybe something like this:
$ cat files.csv
./samples/method1.csv,0.5
./samples/method2.csv,0.25
./samples/method2.csv,0.25
$ python kaggle_rankavg.py files.csv "./samples/kaggle_rankavg.csv"
parsing: ./samples/method1.csv with weight: 0.5
parsing: ./samples/method2.csv with weight: 0.25
parsing: ./samples/method3.csv with weight: 0.25
wrote to ./samples/kaggle_rankavg.csv
What do you think?
Often time, submissions can come from different language / libraries that might affect their orders.
I think we should have an option (or by default) to sort them beforehand to make sure we ensemble the right ids together ๐
Executing
$ python kaggle_vote.py "./samples/_*.csv" "./samples/kaggle_vote.csv" "weighted"
Is giving weird result / output.
Sometimes geomean
(i.e https://en.wikipedia.org/wiki/Geometric_mean) gives us a better score than average
for some particular reasons.
Do you think it's worth it adding kaggle_geomean.py
?
Hi,
can you write a version of blend_proba.py for python 3.5,
Please see: http://stackoverflow.com/questions/39687959/error-when-converting-form-python-2-to-python-3
Regards,
for the first argument, how do you use glob files?
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