Extreme Gradient Boosting – Regression Algorithm Table Of Contents: Example Of Extreme Gradient Boosting Regression. Problem Statement: Predict the package of the students based on CGPA value. Step-1: Build First Model In the case of the Boosting algorithm, the first model will be a simple one. For the regression case, we have considered the mean value to be our first model. Mean = (4.5+11+6+8)/4 = 29.5/4 = 7.375 Model1 output will always be 7.373 for all the records. Step-3: Calculate Error Made By First Model To calculate the error we will do the simple subtraction operation. We will subtract the

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