Solution: Improve H2OXGBoost Regression Model
Explore how to improve an H2OXGBoost regression model by tuning hyperparameters such as max_depth. Understand how adjusting model complexity helps prevent overfitting and leads to better performance on new datasets. Learn strategies for parameter tuning and cross-validation to optimize regression outcomes.
We'll cover the following...
We'll cover the following...
The magic unfolds!
As discussed in the regression lesson, parameters are crucial for building robust, effective, and high-performing machine learning models. In the regression challenge, our task was to beat the RMSE threshold of 3.80 on the ...