Re: [Scikit-learn-general] Different results when repeating SVC

2015-01-20 Thread Andy
The code below uses prediction in the roc_auc_score, which is not correct. I don't see where you isolate the splits. Maybe go on the stackoverflow code review site with you full code. If you find the results not reproducible, it is very likely that your two code paths don't match. From the code y

Re: [Scikit-learn-general] Different Results when repeating SVC

2015-01-19 Thread Andy
Hi Tim. I think it is highly unlikely that splits are not reproducible, and that this is caused by parallelization. If you run ``cross_val_score`` twice with the same seed, the outcomes are exactly the same, right? How are you trying and failing to reproduce the scores? Best, Andy On 01/19/20

Re: [Scikit-learn-general] Different Results when repeating SVC

2015-01-19 Thread Timothy Vivian-Griffiths
Hi Andy, *This is actually the second time that I sending this reply as I don't think that it got to the mailing list, and I cannot see it in the archives.* Yes, I’m back to receiving the emails now. I noticed that in the previous thread, there was some message about the website being down? But