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MySQL AI 9.5 :: 4.5.6.1 Generating Prediction Explanations for a Row of Data
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-explanations-ml-explain-row.html
mysql> SELECT sys.ML_EXPLAIN_ROW(input_data, model_handle, [options]); In the following example, include the session variable previously created. ML_EXPLAIN_ROW explains predictions for one or more rows of unlabeled data. The following example ...
MySQL AI 9.5 :: 4.5.6.2 Generating Prediction Explanations for a Table
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-explanations-ml-explain-table.html
ML_EXPLAIN_TABLE explains predictions for an entire table of unlabeled data. We recommend limiting the input table to a maximum of 100 rows. If the input table has more than ten columns, limit it to ten rows. Some of these columns include: ...
MySQL AI 9.5 :: 4.6.3.1 Forecasting Task Types
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-forecasting-model-types.html
This topic describes the types of forecasting models supported by AutoML. Univariate Models In a univariate model, you define one numeric column as an endogenous variable, specified as a JSON_ARRAY. For example, you forecast the rainfall for the ...
MySQL AI 9.5 :: 4.6.3 Generating Forecasts
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-forecasts.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Some examples of forecasting include predicting the closing price of a stock, predicting the number of units sold in a day, and ...
MySQL AI 9.5 :: 4.8 Monitoring the Status of AutoML
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-monitoring.html
See the following to learn more: Managing MySQL Server with systemd A Quick Guide to Using the MySQL Yum Repository What's Next Review Machine Learning Use Cases to create machine learning models with sample datasets. You can monitor the status of ...
MySQL AI 9.5 :: 4.6.2 Perform Regression Analysis
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-regression.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Machine learning regression models generate predictions based on the relationship between a dependent variable and one or more ...
MySQL AI 9.5 :: 4.6.6 Topic Modeling
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-topic-modeling.html
To generate your own datasets to create machine learning models in MySQL AI, learn how to Generate Text-Based Content. Topic modeling is an unsupervised machine learning technique that's capable of scanning a set of documents, detecting word and ...
MySQL AI 9.5 :: 3.2 Bulk Ingest Data to MySQL Server Limitations
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-bulk-load-limitations.html
The state of the table should be as though it has been freshly created. LOAD DATA with ALGORITHM=BULK supports tables with at least one column with the VECTOR data type. If you attempt to load a table without at least one column with the VECTOR ...
MySQL AI 9.5 :: 9.2 GenAI Issues
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-hw-genai-troubleshoot.html
Move the files with supported formats to another folder, create a new PAR and run the VECTOR_STORE_LOAD command with the new PAR to load the vector embeddings into the vector store table again. This section describes some commonly encountered ...
MySQL AI 9.5 :: 8.2.2 ML_GENERATE_TABLE
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-mysqlai-ml-generate-table.html
If the specified output table doesn't exist, then a new table is created. The ML_GENERATE_TABLE routine runs multiple text generation or summarization queries in a batch, in parallel. The output generated for every input query is the same as the ...
Displaying 3421 to 3430 of 3432 total results