Web: https://www.reddit.com/r/MachineLearning/comments/xq63d3/d_not_able_to_understand_the_inequality_in_erm/

Sept. 28, 2022, 7:34 a.m. | /u/Adventurous-Ad742

Machine Learning reddit.com

I am reading this [blog](https://towardsdatascience.com/learning-theory-empirical-risk-minimization-d3573f90ff77) and I am not able to understand the following inequality.

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https://preview.redd.it/xp8yotyuyjq91.png?width=742&format=png&auto=webp&s=9da6eda1a4903f97a1db0dc48098a5ff6d75e489

Like here first we are making a set of all the hypothesis where we have some true error (> epsilon). Then from that we made a separate set, M which has empirical error 0. Now how come S is a subset of M ? And how we are getting this inequality.

erm inequality machinelearning

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