Use the MySQL HeatWave Console to create a new HeatWave AutoML model.
Create a HeatWave AutoML model includes an advanced option to choose one or more algorithms. HeatWave AutoML uses the selected algorithms as a pool of algorithms, and will choose the most applicable algorithm from this pool to evaluate the model. By default, all algorithms are selected. To use a single, specific algorithm to evaluate the model, deselect all the other algorithms.
Select the HeatWave AutoML tab in the MySQL HeatWave Console, and then click .
Select a DB System from the drop-down menu.
Enter a MySQL user name and password for the DB System.
Click
.Click
Name: Specify a name for the model or use the generated default name.
Description: Specify a user friendly description for the model.
Training table: Select a training dataset.
Columns to include in the model: Select the Target column, and then choose which columns to Include in model.
Machine learning task: Choose a task.
-
Advanced:
Optimization metric: Choose an optimization metric.
Algorithms to evaluate: Choose which algorithms HeatWave AutoML should consider to evaluate the model.
-
Click
.The MySQL HeatWave Console returns to the HeatWave AutoML page, and shows the new model at the top of the page.