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https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-classification-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 classification models, see Classification Metrics. For this use case, you use the test dataset for ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-predictions-ml-predict-table.html
The following example queries the top five rows of the output table. 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 ...
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-an-anomaly-detection-model.html
After generating predictions, you can score the model to assess its reliability. For a list of scoring metrics you can use with anomaly detection models, see Anomaly Detection Metrics. For this use case, you use the test dataset for validation. In ...
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-aml-training.html
Run the ML_TRAIN routine on a training dataset to produce a trained machine learning model. ML_TRAIN Overview ML_TRAIN supports training of the following models: Classification: Assign items to defined categories. Regression: Generate a prediction ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-bulk-load-mysql-server.html
MySQL includes a bulk load extension to the LOAD DATA statement. It can do the following: Optimize the loading of data sorted by primary key. Use a second session to monitor bulk load progress: If the data is sorted, there is a single stage: ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-genai-vector-search.html
When you enter a query, GenAI performs a vector-based similarity search to retrieve similar content from the vector store and embedding tables available in the DB system. This helps the LLM to produce more relevant and accurate results for your ...
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-ai-performance-monitoring.html
MySQL AI lets you offload vector-based tables to the MySQL AI Engine for accelerated processing of queries that uses at least one of the vector functions. Use SQL queries to access this data and check the system status and performance. The MySQL ...