analysis of random forests, consistently calling into question each and every part of the algorithm, in order to shed new light on its learning capabilities, inner workings and interpretability. Below is a selection of the best tips. One supervisor told his student that. In particular, the use of algorithms should ideally require a reasonable understanding of their mechanisms, properties and limitations, in order to better apprehend and interpret their results.
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1) Make sure you meet the PhD requirements for your institution. Francis Woodhouse, PhD in mathematical biology, University of Cambridge) 13) Get a buddy Find a colleague, your partner, a friend who is willing to support you. Nothing more self-crippling than perfectionism. PhD students and their supervisors often presume things without checking. Sarah Skyrme, PhD in sociology, Newcastle University) 12) Remember that more is not always better. Your PhD viva will go badly if youve attempted to disregard or evade the unresolved issues that your thesis has inevitably opened.
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PhD dissertation, Gilles Louppe, July 2014.
Defended on October 9, 2014.
Accordingly, the goal of this thesis is to provide an in-depth analysis of random forests, consistently calling into question each and every part of the algorithm, in order to shed new light on its.
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