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Best Practices for Machine Learning

yyhuangyyhuang Administrator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 273  RM Data Scientist
edited November 2018 in Knowledge 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:
mschmitzThomas_Ottpschlunder

Comments

  • DocMusherDocMusher Member Posts: 329   Unicorn

    Hi my friends,

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

    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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