Daily Archives: June 27, 2015

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Experiences and Lessons in Developing Machine Learning Software

This entry was posted in Practical Programming Research in General on June 27, 2015 by Liangjie Hong

A very useful talk by Chih-Jen Lin, the author of LibSVM and LibLinear: Experiences and  Lessons in Developing Machine Learning Software. Four main points:

1. Data scaling
2. Parameter tuning
3. Easy to use software v.s. complicated software with marginal improvement
4. Numerical stability

Interesting and important lessons!

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