I did some more tests.  My issue that I brought up may be related to the 
custom kernel.  

    On Thursday, May 24, 2018, 12:49:34 PM PDT, Gael Varoquaux 
<gael.varoqu...@normalesup.org> wrote:  
 
 On Thu, May 24, 2018 at 09:35:00PM +0530, aijaz qazi wrote:
> scikit- multi learn is misleading.

Yes, but I am not sure what scikit-learn should do about this.

Gaël
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