dotnet / dotnet/machinelearning

Visualization and analysis of LightGBM and FastTree

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#6,688 2 comments 0 reactions 0 assignees View on GitHub
area-Trees enhancement needs-further-triage untriaged
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Description

As I remember in some comparisons, there is a note that fastTree, LightGBM and FastForest could be converted to code.
LightGBM would appear to have some methods to convert it to C++ code.

I would be interested in inspecting the trees to understand the predicted issue better. There are already some ways for explainability, like PFI and GFI, but it would be interesting to dig deeper into the models.

Are there tools that would allow inspecting the contents of treebased models either in simple-to-read format or even visually?

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