Paper notebooks - Githubissues

openml / automlbenchmark

OpenML AutoML Benchmarking Framework

https://openml.github.io/automlbenchmark

MIT License

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Paper notebooks #492

Open PGijsbers opened 1 year ago

PGijsbers commented 1 year ago

Added notebooks that:

helped identify/classify errors
cleaned the data, performed imputation for baselines
produced some of the figures and tables for our new paper

and updated the readme to refer to our new preprint.

sebhrusen commented 1 year ago

@PGijsbers nice additional material. thanks! I'll just try to run them and see if they're easily adaptable to user's results before approving.

PGijsbers commented 1 year ago

We'll release updated notebooks after we finish our revision that will be better documented, but I figured I'd update the PR since I noticed it is incomplete: the box_plot function was missing. Now the notebook successfully runs top-to-bottom and reproduces the plots. I also included some installation instructions that may help people install the right version of dependencies (as newer versions break parts of the notebook).