Re: [scikit-learn] Calculate p-value, the measure of statistical significance, in scikit-learn

2017-02-04 Thread Andrew Howe
Yep - in which case the OP would have difficulty computing p-values (but not the other usual stats) with any software tool that provided those methods. But since the question was specifically about scikit-learn, my main point is that the quantities are easy to compute (if they exist). Andrew <~~

[scikit-learn] Permutation-test-score

2017-02-04 Thread Afarin Famili
Hi, Can anyone please tell me what does "permutation_test_score"(and the p_value it returns) do in scikit-learn? I am assuming it outputs the statistical significance of the performance of regression models. I am planning on comparing the performance of various regression models if the perfo

Re: [scikit-learn] 10 years of Scikit-learn

2017-02-04 Thread Gael Varoquaux
Indeed, that a good point. We should mention it in our talks, and maybe in the release notes of next release. Gaƫl On Sat, Feb 04, 2017 at 06:15:54PM +0530, Alekh Karkada Ashok wrote: > Hi all! > 2017 marks the 10th year of Scikit-learn (started as a GSoC project in 2007). > Can we do anything t

Re: [scikit-learn] Calculate p-value, the measure of statistical significance, in scikit-learn

2017-02-04 Thread Nelle Varoquaux
> I'm fairly certain that the scikit-learn regression result, plus what you > already have about the data is enough for you to compute all those > statistical measures yourself. It should be rather trivial to do so. > That is highly dependent on the regression model you use. For example computing

[scikit-learn] 10 years of Scikit-learn

2017-02-04 Thread Alekh Karkada Ashok
Hi all! 2017 marks the 10th year of Scikit-learn (started as a GSoC project in 2007). Can we do anything to celebrate? Perhaps a sticker on the website? or T-shirts commemorating this? Thank you! ___ scikit-learn mailing list scikit-learn@python.org http

Re: [scikit-learn] Calculate p-value, the measure of statistical significance, in scikit-learn

2017-02-04 Thread Andrew Howe
I'm fairly certain that the scikit-learn regression result, plus what you already have about the data is enough for you to compute all those statistical measures yourself. It should be rather trivial to do so. Andrew On Feb 4, 2017 00:34, "Afarin Famili" wrote: > Hi all, > > I am aiming at cal