Update model configuration
models_patch( id, table_name = NULL, database_id = NULL, credential_id = NULL, model_name = NULL, description = NULL, interaction_terms = NULL, box_cox_transformation = NULL, model_type_id = NULL, primary_key = NULL, dependent_variable = NULL, dependent_variable_order = NULL, excluded_columns = NULL, limiting_sql = NULL, active_build_id = NULL, cross_validation_parameters = NULL, number_of_folds = NULL, notifications = NULL, schedule = NULL, parent_id = NULL, time_zone = NULL )
id | integer required. The ID of the model. |
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table_name | string optional. The qualified name of the table containing the training set from which to build the model. |
database_id | integer optional. The ID of the database holding the training set table used to build the model. |
credential_id | integer optional. The ID of the credential used to read the target table. Defaults to the user's default credential. |
model_name | string optional. The name of the model. |
description | string optional. A description of the model. |
interaction_terms | boolean optional. Whether to search for interaction terms. |
box_cox_transformation | boolean optional. Whether to transform data so that it assumes a normal distribution. Valid only with continuous models. |
model_type_id | integer optional. The ID of the model's type. |
primary_key | string optional. The unique ID (primary key) of the training dataset. |
dependent_variable | string optional. The dependent variable of the training dataset. |
dependent_variable_order | array optional. The order of dependent variables, especially useful for Ordinal Modeling. |
excluded_columns | array optional. A list of columns which will be considered ineligible to be independent variables. |
limiting_sql | string optional. A custom SQL WHERE clause used to filter the rows used to build the model. (e.g., "id > 105"). |
active_build_id | integer optional. The ID of the current active build, the build used to score predictions. |
cross_validation_parameters | list optional. Cross validation parameter grid for tree methods, e.g. "n_estimators": [100, 200, 500], "learning_rate": [0.01, 0.1], "max_depth": [2, 3]. |
number_of_folds | integer optional. Number of folds for cross validation. Default value is 5. |
notifications | list optional. A list containing the following elements:
|
schedule | list optional. A list containing the following elements:
|
parent_id | integer optional. The ID of the parent job that will trigger this model. |
time_zone | string optional. The time zone of this model. |
An empty HTTP response