Write a fully executed R-Markdown program and submit a pdf or word file performing classification task on the Binary response variable from the Santander Bank Case Study. Make sure to try various hyperparameters of the SVM algorithm to find the best available model.

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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