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### Describe the workflow you want to enable
I am part of the @neurodata team. We are proposing to add a cythonized module that allows for building oblique trees.
Oblique trees, otherwise known …
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I have categorial features with 256 possible values each. I train a small forest with ~10 non oblique decision stumps. Each trees thus has only one decision node based on exactly one feature.
The m…
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#### Describe the workflow you want to enable
We are proposing to add a cythonized module that allows for building oblique trees.
Oblique trees originally proposed by, Breiman 2001 [1], would enab…
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### Describe the workflow you want to enable
I am part of the @neurodata team. Binning features have resulted in highly efficient and little loss in performance in gradient-boosted trees. This feat…
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The original implementation contains an excellent visualization tool. Extend it into the python interface.
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Hello, I'm training an Oblique Decision Tree with 5 features as input, and max_depth of 4. When I plot the model.tree_.threshold, I get something like this:
array([-0.14181135, 0.09716574, …
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**Describe the bug**
I am trying to compile code that generalizes a function to operate on various structs. I follow [cython docs](https://cython.readthedocs.io/en/latest/src/userguide/fusedtypes.htm…
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**Is your feature request related to a problem? Please describe.**
While developing a PMML converter for oblique trees (see #255), I noticed that the projection matrix (as retrievable via the `Obli…
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Hi,
Is it possible to use this package for a classification task?
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great code
only may you help these data sets mentioned in paper to try your code ?
Datasets. We use all regression datasets from three recent works: 3 large tabular datasets from [43], a chemical d…