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I would like to understand Optimization strategies.
SESSION 1 is the result of setting multiple hyperparameters (default: 8 values), and SESSION 2 is the result of setting only one of those parameters, but SESSION 2 has a higher score.
I thought that when I created several models with hyperparameters, the one with the best score specified in Metrics would be selected, am I right?
You understanding is correct :
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