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Which of the following is true about max_depth hyperparameter in Gradient Boosting? 1. Lower is better parameter in case of same validation accuracy 2. Higher

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Which of the following is true about "max_depth" hyperparameter in Gradient Boosting? 1. Lower is better parameter in case of same validation accuracy 2. Higher is better parameter in case of same validation accuracy 3. Increase the value of max_depth may overfit the data 4. Increase the value of max depth may underfit the data 1 and 4 2 and 3 1 and 3 2 and 4

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