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Adding MB limitations to documentation #1445

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Sep 8, 2023
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Adding MB limitations to documentation #1445

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Adding MB limitations to documentation
napetrov Sep 6, 2023
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Adding MB limitations to documentation
napetrov Sep 7, 2023
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napetrov Sep 8, 2023
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Update doc/daal4py/model-builders.rst
napetrov Sep 8, 2023
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10 changes: 10 additions & 0 deletions doc/daal4py/model-builders.rst
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Expand Up @@ -83,6 +83,16 @@ You can also use the scikit-learn-style classes ``GBTDAALClassifier`` and ``GBTD
reg.fit(X, y)
d4p_predt = GBTDAALRegressor.convert_model(reg).predict(X)


Limitations
------------------
Model Builders support only base inference with prediction and probabilities prediction. The functionality is to be extended.
Therefore, there are following limitations:
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- The categorical features are not supported for conversion and prediction.
- The multioutput models are not supported for conversion and prediction.
- The tree SHAP calculations are not supported.


Examples
---------------------------------
Model Builders models conversion
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