Fundamentals of ensemble modeling

Write a fully executed R-Markdown program and submit a pdf / word or html file performing classification task using Random Forest and XGBoost algorithms on the Binary response variable from the Santander Bank Case Study. Make sure to try various hyperparameter settings of the two algorithms to find the best available models.

You are required to clearly display and explain the models that were run for this task and their effect on the reduction of the Cost Function.

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