Description
The Number of Runs for Parameter Sets parameter specifies the number of search points within the search space defined by the Model Parameter Setting parameter that will be tested. The number of search points tested cannot exceed the total possible combinations of the hyperparameters and search spaces specified by the Model Parameter Setting parameter. For example, if the Model Parameter Setting parameter contains a single hyperparameter, Maximum Number of Bins for Searching Splits, and the Lower Bounds and Upper Bounds values are 50 and 100, respectively, the Number of Runs for Parameters Sets value cannot exceed 50.
Solution
Provide a Number of Runs for Parameter Sets value that is less than the number of possible combinations for the hyperparameters and search spaces specified by the Model Parameter Setting parameter.