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GH-16413: Adding HGLM solo algorithm page [nocheck] #16419

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Oct 26, 2024
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1 change: 1 addition & 0 deletions h2o-docs/src/product/data-science.rst
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Expand Up @@ -42,6 +42,7 @@ H2O-3 supports the following supervised algorithms:
data-science/model_selection
data-science/gam
data-science/anova_glm
data-science/hglm
data-science/gbm
data-science/naive-bayes
data-science/rulefit
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Expand Up @@ -3,7 +3,7 @@
``custom_metric_func``
----------------------

- Available in: GBM, GLM, DRF, Deeplearning, Stacked Ensembles, XGBoost
- Available in: GBM, GLM, HGLM, DRF, Deeplearning, Stacked Ensembles, XGBoost
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/family.rst
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@@ -1,7 +1,7 @@
``family``
----------

- Available in: GLM, GAM
- Available in: GLM, GAM, HGLM
- Hyperparameter: no

Description
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81 changes: 0 additions & 81 deletions h2o-docs/src/product/data-science/algo-params/hglm.rst

This file was deleted.

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@@ -1,7 +1,7 @@
``ignore_const_cols``
---------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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@@ -1,7 +1,7 @@
``ignored_columns``
-------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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@@ -1,7 +1,7 @@
``max_iterations``
------------------

- Available in: GLM, GAM, PCA, GLRM, K-Means, CoxPH
- Available in: GLM, GAM, HGLM, PCA, GLRM, K-Means, CoxPH, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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Expand Up @@ -3,7 +3,7 @@
``max_runtime_secs``
-----------------------

- Available in: GBM, DRF, Deep Learning, GLM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Word2vec, Isolation Forest, Stacked Ensembles, Uplift DRF
- Available in: GBM, DRF, Deep Learning, GLM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Word2vec, Isolation Forest, Stacked Ensembles, Uplift DRF, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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@@ -1,7 +1,7 @@
``missing_values_handling``
---------------------------

- Available in: Deep Learning, GLM, GAM
- Available in: Deep Learning, GLM, GAM, HGLM, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/model_id.rst
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@@ -1,7 +1,7 @@
``model_id``
------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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@@ -1,7 +1,7 @@
``offset_column``
-----------------

- Available in: GBM, Deep Learning, GLM, GAM, CoxPH, XGBoost, Stacked Ensembles
- Available in: GBM, Deep Learning, GLM, GAM, HGLM, CoxPH, XGBoost, Stacked Ensembles, ANOVAGLM, ModelSelection
- Hyperparameter: no


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@@ -1,7 +1,7 @@
``plug_values``
---------------

- Available in: GLM, GAM
- Available in: GLM, GAM, HGLM, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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@@ -1,7 +1,7 @@
``rand_family``
---------------

- Available in: GLM
- Available in: HGLM
- Hyperparameter: no

Description
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@@ -1,8 +1,8 @@
``random_columns``
------------------

- Available in: GLM
- Hyperparameter: no
- Available in: HGLM
- Hyperparameter: yes

Description
~~~~~~~~~~~
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Expand Up @@ -3,7 +3,7 @@
``score_each_iteration``
------------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Isolation Forest, Extended Isolation Forest, Uplift DRF
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Isolation Forest, Extended Isolation Forest, Uplift DRF, ANOVAGLM, ModelSelection
- Hyperparameter: no


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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/seed.rst
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@@ -1,7 +1,7 @@
``seed``
--------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Stacked Ensembles, Isolation Forest, Target Encoding, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Stacked Ensembles, Isolation Forest, Target Encoding, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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@@ -1,7 +1,7 @@
``standardize``
---------------

- Available in: Deep Learning, GLM, GAM, K-Means
- Available in: Deep Learning, GLM, GAM, HGLM, K-Means, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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@@ -1,7 +1,7 @@
``training_frame``
------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, AutoML, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, AutoML, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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@@ -1,7 +1,7 @@
``validation_frame``
--------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF, ModelSelection
- Hyperparameter: no

Description
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@@ -1,7 +1,7 @@
``weights_column``
------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, AutoML, XGBoost, CoxPH, Stacked Ensembles, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, AutoML, XGBoost, CoxPH, Stacked Ensembles, AdaBoost, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/x.rst
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@@ -1,7 +1,7 @@
``x``
-----

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/y.rst
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@@ -1,6 +1,6 @@
``y``
-----
- Available in: GBM, DRF, Deep Learning, GLM, GAM, Naïve-Bayes, Stacked Ensembles, AutoML, XGBoost, Aggregator, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, Naïve-Bayes, Stacked Ensembles, AutoML, XGBoost, Aggregator, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no


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