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https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-predictions-ml-predict-table.html
ML_PREDICT_TABLE generates predictions for an entire table of trained data. If ML_PREDICT_TABLE takes a long time to complete, manually limit input tables to a maximum of 1,000 rows. Some of these columns include: Prediction ml_results The input ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-prepare-a-forecasting-model.html
This topic describes how to prepare the data to use for a forecasting machine learning model. To prepare the data for this use case, you set up a training dataset and a testing dataset. The training dataset has 37 records, and the testing dataset ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-regression-predictions.html
To generate predictions, use the sample data from the house_price_testing dataset. Even though the table has labels for the price target column, the column is not considered when generating predictions. This allows you to compare the predictions to ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-regression-score.html
After generating predictions and explanations, you can score the model to assess its reliability. For a list of scoring metrics you can use with regression models, see Regression Metrics. For this use case, you use the test dataset for validation.
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-scoring-a-forecasting-model.html
After generating predictions, you can score the model to assess its reliability. For a list of scoring metrics you can use with forecasting models, see Forecasting Metrics. For this use case, you use the test dataset for validation. In a real-world ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-scoring-a-recommendation-model.html
After generating predicted ratings/rankings and recommendations, you can score the model to assess its reliability. For a list of scoring metrics you can use with recommendation models, see Recommendation Model Metrics. For this use case, you use ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-topic-modeling-prediction.html
After training the model, you can run topic modeling on the trained text. To run topic modeling, use the sample data from the movies dataset. When the output table generates, you can review the generated word groups and expressions for the trained ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-genai-vector-store-load.html
This section describes how to generate vector embeddings for files or folders, and load the embeddings into a vector store table. The following sections in this topic describe how to ingest files into a vector store: Before You Begin Ingesting ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-aiaml-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/mysql-ai/9.5/en/mys-hw-genai-troubleshoot.html
This section describes some commonly encountered issues and errors for GenAI and their workarounds. The folder you are trying to load might contain unsupported format files or the file that you are trying to load might be of an unsupported format.