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classification outputs have different colour scheme to the latest defaults #9

@colinsauze

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@colinsauze

Recent versions of seaborn default to a different colour scheme to those shown in the notes for the classification section. For example in the notes in the Visualising the classification space section the graph uses Purple/yellow/blue, but running this myself gives a green/orange/light blue.

notes version:
Image

my output:
Image

I'm not sure if the notes colour scheme will ever appear or if we should just update all the screenshots.

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    fix before PRFix this before the next PR

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