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https://dev.mysql.com/doc/heatwave/en/mys-hw-option-tracker.html
As of MySQL 9.2.1, the boolean flag used has been replaced with an integer flag usedCounter in the option_tracker_usage_get() and option_tracker_usage_set() functions. The Option Tracker component provides usage information about different features ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-resource-principal.html
Resource principals allow you to authenticate and access Oracle Cloud Infrastructure (OCI) Object Storage resources. You require the appropriate privileges for Resource Principals to do the following: Load data using Lakehouse Auto Parallel Load ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-unload-tables.html
Unload Tables Unloading a table from MySQL HeatWave may be necessary to replace an existing table, to reload a table, to free up memory, or simply to remove a table that is no longer used. Before You Begin Load structured data using Lakehouse Auto ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-classification-generate-explanation.html
mysql> CALL sys.ML_EXPLAIN_TABLE(table_name, model_handle, output_table_name, [options]); Replace table_name, model_handle, and output_table_name with your own values. After training a classification model, you can query the default model ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-classification-generate-prediction.html
mysql> CALL sys.ML_PREDICT_TABLE(table_name, model_handle, output_table_name), [options]); Replace table_name, model_handle, and output_table_name with your own values. To generate predictions, use the sample data from the testing_data dataset. Even ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-classification-score.html
mysql> CALL sys.ML_SCORE(table_name, target_column_name, model_handle, metric, score, [options]); Replace table_name, target_column_name, model_handle, metric, score with your own values. After generating predictions and explanations, you can score ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-error-messages.html
Each error message includes an error number, SQLSTATE value, and message string, as described in Error Message Sources and Elements. Error number: ML001016; SQLSTATE: HY000 Message: Only classification, regression, and forecasting tasks are ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-explainers.html
After the ML_TRAIN routine, use the ML_EXPLAIN routine to train model explainers for MySQL HeatWave AutoML. By default, the ML_TRAIN routine trains the Permutation Importance model explainer. A positive value indicates that a feature contributed ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-iris-quickstart.html
This quickstart illustrates an end-to-end example of creating and using a predictive machine learning model using MySQL HeatWave AutoML. It steps through preparing data, using the ML_TRAIN routine to train a model, and using ML_PREDICT_* and ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-lakehouse.html
If you have external data that you want to use with MySQL HeatWave AutoML, you can load it directly from Object Storage with Lakehouse. MySQL HeatWave AutoML and Lakehouse Overview For MySQL HeatWave on OCI, you have three options to access ...