From 91868beee0b2ac02191a52d0e91f706231625eb2 Mon Sep 17 00:00:00 2001 From: Adam Valenta Date: Mon, 24 Jan 2022 18:58:01 +0100 Subject: [PATCH] PUBDEV-8547 - eif scoring history - add score_each_iteration and score_tree_interval to the documentation --- .../product/data-science/algo-params/score_each_iteration.rst | 2 +- .../product/data-science/algo-params/score_tree_interval.rst | 4 ++-- h2o-docs/src/product/data-science/eif.rst | 4 ++++ 3 files changed, 7 insertions(+), 3 deletions(-) diff --git a/h2o-docs/src/product/data-science/algo-params/score_each_iteration.rst b/h2o-docs/src/product/data-science/algo-params/score_each_iteration.rst index d8d79c43136d..9a759131e6aa 100644 --- a/h2o-docs/src/product/data-science/algo-params/score_each_iteration.rst +++ b/h2o-docs/src/product/data-science/algo-params/score_each_iteration.rst @@ -3,7 +3,7 @@ ``score_each_iteration`` ------------------------ -- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Isolation Forest, Uplift DRF +- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Isolation Forest, Extended Isolation Forest, Uplift DRF - Hyperparameter: no diff --git a/h2o-docs/src/product/data-science/algo-params/score_tree_interval.rst b/h2o-docs/src/product/data-science/algo-params/score_tree_interval.rst index b06228c062ec..f52f2b410e4a 100644 --- a/h2o-docs/src/product/data-science/algo-params/score_tree_interval.rst +++ b/h2o-docs/src/product/data-science/algo-params/score_tree_interval.rst @@ -3,7 +3,7 @@ ``score_tree_interval`` ------------------------ -- Available in: GBM, DRF, XGBoost, Isolation Forest, Uplift DRF +- Available in: GBM, DRF, XGBoost, Isolation Forest, Extended Isolation Forest, Uplift DRF - Hyperparameter: no Description @@ -84,4 +84,4 @@ Example cars_gbm.train(x = predictors, y = response, training_frame = train, validation_frame = valid) # print the model score every 5 trees - cars_gbm.scoring_history() \ No newline at end of file + cars_gbm.scoring_history() diff --git a/h2o-docs/src/product/data-science/eif.rst b/h2o-docs/src/product/data-science/eif.rst index 8c4e051e622f..9cbad3f69dc7 100644 --- a/h2o-docs/src/product/data-science/eif.rst +++ b/h2o-docs/src/product/data-science/eif.rst @@ -58,6 +58,8 @@ Shared tree-algorithm parameters - `ntrees `__: Specify the number of trees. This option defaults to ``100``. +- `score_tree_interval `__: Score the model after every so many trees. This value is set to 0 (disabled) by default. + Common parameters ''''''''''''''''' @@ -77,6 +79,8 @@ Common parameters - `model_id `__: Specify a custom name for the model to use as a reference. By default, H2O automatically generates a destination key. +- `score_each_iteration `__: (Optional) Enable this option to score during each iteration of the model training (disabled by default). + - `seed `__: Specify the random number generator (RNG) seed for algorithm components dependent on randomization. The seed is consistent for each H2O instance so that you can create models with the same starting conditions in alternative configurations. This option defaults to ``-1`` (time-based random number). - `training_frame `__: *Required* Specify the dataset used to build the model.