Best Practices for Machine Learning

yyhuangyyhuang Administrator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, MemberPosts:363RM Data Scientist
edited November 2018 inKnowledge Base

http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf

Strongly agree on

Rule #4: Keep the first model simple and get the infrastructure right. The first model provides the biggest boost to your product, so it doesn't need to be fancy. But you will run into many more infrastructure issues than you expect.

Tagged:
妈rtinLiebig Thomas_Ott pschlunder

Comments

  • DocMusherDocMusher MemberPosts:333Unicorn

    Hi my friends,

    Can anyone provide me a word of feedback or update on this article covering:Multi-Objective Sequential Decision-Making: Thearticlefrom 2014 is mentioned in a recent project on drug discovery as publishedhere.

    The project is uploaded to Github and is attractive. (https://github.com/mostafachatillon/ChemGAN-challenge)

    Would be nice to read some feedback on this and how up to date the approach is. My next question is how this could be integrated in a RM setting.

    Cheers

    Sven

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