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https://dev.mysql.com/doc/heatwave/en/mys-hwaml-limitations.html
To use MySQL HeatWave machine learning functionality, select that shape when creating a MySQL HeatWave Cluster. Text Handling Limitations MySQL HeatWave AutoML only supports datasets in the English language. MySQL HeatWave AutoML does not support ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-explain.html
Running the ML_EXPLAIN routine on a model and dataset trains a prediction explainer and model explainer, and adds a model explanation to the model catalog. See Generate Model Explanations and Generate Prediction Explanations to learn more. MySQL ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-model-catalog-table.html
model_type The type of model (algorithm) selected by ML_TRAIN to build the model. The MODEL_CATALOG table (ML_SCHEMA_user_name.MODEL_CATALOG) has the following columns: model_id A primary key, and a unique auto-incrementing numeric identifier for ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-onnx-metadata.html
To learn more about model metadata in the model catalog, see Model Metadata. ONNX Inputs Info Use the data_types_map to map the data type of each column to an ONNX model data type. For example, to convert inputs of the type tensor(float) to ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-prediction-intervals.html
For example, for a prediction interval of 0.95 with a lower bound of 25 units and an upper bound of 65 units, you are 95% confident that product ABC will sell between 25 and 65 units on a randomly selected day. This feature specifies upper and lower ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-prepare-data-split.html
If this is set to NULL, then the default value of false is selected. As of MySQL 9.4.1, you can automatically create training and testing datasets with the TRAIN_TEST_SPLIT routine. Overview The TRAIN_TEST_SPLIT routine takes your datasets and ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-regression-train.html
mysql> SELECT model_id, model_handle, train_table_name FROM ML_SCHEMA_user1.MODEL_CATALOG WHERE model_handle = 'regression_use_case'; +----------+----------------------------------------------+----------------------------------------+ | model_id | ... After preparing the data for a regression model, you can train the ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-topic-modeling-train.html
mysql> SELECT model_id, model_handle, train_table_name FROM ML_SCHEMA_user1.MODEL_CATALOG WHERE model_handle = 'topic_modeling_use_case'; +----------+-------------------------+----------------------------+ | model_id | model_handle | ... After ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-training-a-forecasting-model.html
mysql> SELECT model_id, model_handle, train_table_name FROM ML_SCHEMA_user1.MODEL_CATALOG WHERE model_handle = 'forecasting_use_case'; +----------+----------------------------------------------+--------------------------------------------+ | ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-training.html
mysql> SELECT model_handle, train_table_name FROM ML_SCHEMA_user1.MODEL_CATALOG; +-----------------------------------------------------+---------------------------------+ | model_handle | train_table_name | ... Run the ML_TRAIN routine on a training ...