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Reprodutibilidade em Mineração de Dados e Aprendizado de Máquina

Esse post do Geomblog coloca esse assunto de uma maneira bem particular. Abaixo um pequeno relato:

So one thing I often look for when reviewing such papers is sensitivity: how well can the authors demonstrate robustness with respect to the parameter/algorithm choices. If they can, then I feel much more confident that the result is real and is not just an artifact of a random collection of knob settings combined with twirling around and around holding one’s nose and scratching one’s ear. 

Aqui no site falamos um pouco sobre isso neste post.

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