From 0048c5c2298bcbbc635a711650a7f6d5336942cb Mon Sep 17 00:00:00 2001 From: Nikolay Petrov Date: Wed, 6 Sep 2023 19:52:02 +0100 Subject: [PATCH 1/4] Adding MB limitations to documentation --- doc/daal4py/model-builders.rst | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/doc/daal4py/model-builders.rst b/doc/daal4py/model-builders.rst index 4ce750dc65..5a572e5890 100644 --- a/doc/daal4py/model-builders.rst +++ b/doc/daal4py/model-builders.rst @@ -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 Buildes does support only base inference with prediction and probabilities prediction at this point and functioanlity will be extended going forward. +This means thet there are following limitations exist: +- Categorical features are not supported during training and prediction +- Multioutput models are not supported for conversion and inference +- Tree SHAP calculation are not supported + + Examples --------------------------------- Model Builders models conversion From 59cfdcec5273e81463b70c15404296eca43346ff Mon Sep 17 00:00:00 2001 From: Nikolay Petrov Date: Thu, 7 Sep 2023 10:40:56 +0100 Subject: [PATCH 2/4] Adding MB limitations to documentation --- doc/daal4py/model-builders.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/daal4py/model-builders.rst b/doc/daal4py/model-builders.rst index 5a572e5890..62b0662044 100644 --- a/doc/daal4py/model-builders.rst +++ b/doc/daal4py/model-builders.rst @@ -88,9 +88,9 @@ Limitations ------------------ Model Buildes does support only base inference with prediction and probabilities prediction at this point and functioanlity will be extended going forward. This means thet there are following limitations exist: -- Categorical features are not supported during training and prediction -- Multioutput models are not supported for conversion and inference -- Tree SHAP calculation are not supported +- Categorical features are not supported for conversion and prediction +- Multioutput models are not supported for conversion and prediction +- Tree SHAP calculations are not supported Examples From 0d37832a863444e28ca03f4288fbfa9654cba911 Mon Sep 17 00:00:00 2001 From: Nikolay Petrov Date: Fri, 8 Sep 2023 10:37:26 +0100 Subject: [PATCH 3/4] Apply suggestions from code review Co-authored-by: Alexandra --- doc/daal4py/model-builders.rst | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/doc/daal4py/model-builders.rst b/doc/daal4py/model-builders.rst index 62b0662044..737ae38c4b 100644 --- a/doc/daal4py/model-builders.rst +++ b/doc/daal4py/model-builders.rst @@ -86,11 +86,11 @@ You can also use the scikit-learn-style classes ``GBTDAALClassifier`` and ``GBTD Limitations ------------------ -Model Buildes does support only base inference with prediction and probabilities prediction at this point and functioanlity will be extended going forward. -This means thet there are following limitations exist: -- Categorical features are not supported for conversion and prediction -- Multioutput models are not supported for conversion and prediction -- Tree SHAP calculations are not supported +Model Builders support only base inference with prediction and probabilities prediction. The functionality is to be extended. +Therefore, there are following limitations: +- 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 From 21015f6b187db2ca36de4510cf84d575d1d34acd Mon Sep 17 00:00:00 2001 From: Nikolay Petrov Date: Fri, 8 Sep 2023 10:45:07 +0100 Subject: [PATCH 4/4] Update doc/daal4py/model-builders.rst Co-authored-by: Alexandra --- doc/daal4py/model-builders.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/daal4py/model-builders.rst b/doc/daal4py/model-builders.rst index 737ae38c4b..3d1f9e7b26 100644 --- a/doc/daal4py/model-builders.rst +++ b/doc/daal4py/model-builders.rst @@ -87,7 +87,7 @@ You can also use the scikit-learn-style classes ``GBTDAALClassifier`` and ``GBTD Limitations ------------------ Model Builders support only base inference with prediction and probabilities prediction. The functionality is to be extended. -Therefore, there are following limitations: +Therefore, there are the following limitations: - 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.