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thesztoday at 2:47 PM1 replyview on HN

There is an HIGGS dataset [1]. As name suggest, it is designed to apply machine learning to recognize Higgs bozon.

[1] https://archive.ics.uci.edu/ml/datasets/HIGGS

In my experiments, linear regression with extended (addition of squared values) attributes is very much competitive in accuracy terms with reported MLP accuracy.


Replies

dguesttoday at 3:05 PM

The LHC has moved on a bit since then. Here's an open dataset that one collaboration used to train a transformer:

https://opendata-qa.cern.ch/record/93940

if you can beat it with linear regression we'd be happy to know.