Answer-first summary for fast verification
Answer: It generates a grid of hyperparameters for cross-validation purposes.
The ParamGridBuilder is utilized to construct a grid of hyperparameters that are then used in cross-validation to optimize the model's performance. This is evident from the code snippet where `param_grid` is built with various hyperparameters and passed to the `CrossValidator` for tuning the model on the validation data.
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What role does the ParamGridBuilder play in the provided code snippet?
A
It evaluates the performance of a binary classification model.
B
It outlines the logistic regression model's structure.
C
It generates a grid of hyperparameters for cross-validation purposes.
D
It divides the dataset into training, validation, and test subsets.
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