Maybe I misunderstood Alex's comment but I thought he meant (Pearson)
correlation.
Alex, when you mentioned brain imaging, did you mean Pearson correlation or
concordance correlation?
I can't comment on concordance correlation as I was not familiar with it.

On Tue, Sep 8, 2015 at 3:12 PM, Andreas Mueller <t3k...@gmail.com> wrote:

>
>
> On 09/08/2015 06:42 AM, Mathieu Blondel wrote:
>
>> Pearson correlation between y_true and y_pred is also a standard
>> evaluation metric in genomic selection. In a sense, it can be seen as a
>> ranking measure since y_true and y_pred don't need to be equal: they only
>> need to be collinear to achieve perfect correlation.
>>
>> +1 for adding pearson_correlation_score
>>
> I thought we were discussiong the concordance correlation coefficient?
>
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