TOP_INSIGHTS (SNOWFLAKE.ML)¶
The GET_DRIVERS method of the TOP_INSIGHTS class determines the dimensions in your data that have the most influence on a specified metric. You use CREATE SNOWFLAKE.ML.TOP_INSIGHTS to create an instance of the class, then use the <instance_name>!GET_DRIVERS method to get the insights.
Important
Legal notice. This Snowflake ML function is powered by machine learning technology, which you, not Snowflake, determine when and how to use. Machine learning technology and results provided may be inaccurate, inappropriate, or biased. Snowflake provides you with the machine learning models that you can use within your own workflows. Decisions based on machine learning outputs, including those built into automatic pipelines, should have human oversight and review processes to ensure model-generated content is accurate. Snowflake provides algorithms (without any pretraining) and you’re responsible for the data that you provide the algorithm (for example, for training and inference) and the decisions you make using the resulting model’s output. Queries for this feature or function are treated as any other SQL query and may be considered metadata.
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