Re: [Scikit-learn-general] Returning a list of classifiers from cross-validation

2014-03-31 Thread Joel Nothman
Hi Michal, One way is to roll your own cross validation routine; it's not very complicated when specialised to a particular task. I have also previously proposed that cross_val_score and Randomized/GridSearchCV provide an arbitrary callback parameter that could return the model or other diagnosti

[Scikit-learn-general] Returning a list of classifiers from cross-validation

2014-03-31 Thread Michal Romaniuk
Hi, I am working on a problem where, in addition to the cross-validation scores, I would like to be able to also record the full classifiers for further analysis (visualisation etc.) Is there a way to do this? I tried to build a custom scoring function that returns a tuple of different metrics (i

Re: [Scikit-learn-general] Load multilabel libvm format file

2014-03-31 Thread Anitha Gollamudi
On 28 March 2014 08:59, Lars Buitinck wrote: > 2014-03-19 1:15 GMT+01:00 Anitha Gollamudi : >> Looks like the value error is haunting me still. I am trying to load a >> multi-label libSVM format data file (sample pasted below) as: >> >> X_train, y_train = load_svmlight_file("testtrain.txt", dtype=

Re: [Scikit-learn-general] Double Gaussian fitting

2014-03-31 Thread Balmer, Matthew
Hi, Thanks for the reply. I hadn't spotted that I had forgotten to square root the variance. I manually entered the standard deviations and this helped me narrow it down. The default min_covar was too high for my data, with this set low enough now work. Matt. _

[Scikit-learn-general] Pull Requests on Gaussian Processes

2014-03-31 Thread Jan Hendrik Metzen
Hi, there are currently a number of unattended pull requests for sklearn on github in the area of Gaussian processes. If someone on the mailing list has experience with sklearn's implementation of GPs, it would be nice to get some feedback or get the PRs merged in. Two PRs (https://github.com/s