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The one bit of data cleaning you all seem to have missed is that Cavachon is erroneously shown as 'Large' in Input 1. Once you fix that, the answer - as expected - is that he should get a Cavachon! (OK, depends on how you interpret the 'barking' index).
Spoiler
Pepper... a very good boy
Pepper... a very good boy
