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Add an example about how to visualize the results of GridSearchCV #14349
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I am working on this together with developing a plotting API. Here is what the API looks like for grid search: https://nbviewer.jupyter.org/github/thomasjpfan/sklearn_plot_api/blob/master/grid_search.ipynb |
What's the relationship between this repo and scikit-learn? @thomasjpfan |
@qinhanmin2014 I used that repo to experiment and share my prototypes of what a plotting api would look like in scikit-learn. I just opened #14357 to discuss the implementation and API.
That makes sense. I am open to an narrative example that visualizes |
it's not urgent :) |
Thanks, we can only see the first plot of each example in the index, this is why I'm unable to find this example. |
Is the |
I think it'll be useful to add an example about how to visualize the results of GridSearchCV, when there're two hyperparameters. SVC will be a good choice here.

Example from Andreas's book:
https://nbviewer.jupyter.org/github/amueller/introduction_to_ml_with_python/blob/master/05-model-evaluation-and-improvement.ipynb
Also see the official guide of libsvm (P7)
https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
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