Patent ID: 11868326
Assignee: SNOWFLAKE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
receiving a data query comprising a reference to an input data set of a database;
generating, by a processing device, a plurality of unique sets of hyperparameters by varying a hyperparameter value of each set of hyperparameters of the plurality of unique sets of hyperparameters based on the input data set;
in response to receiving the data query, training a plurality of machine learning models using the input data set of the data query, each of the plurality of machine learning models configured according to a respective one of a plurality of unique sets of hyperparameters;
selecting a first machine learning model of the plurality of machine learning models based on an accuracy of an output of the first machine learning model; and
returning the output of the first machine learning model in response to the data query.