Performing Salary Predicting Using Machine Learning Algorithms: Hitters Dataset

In this section, we will perform salary prediction on the Hitters dataset using machine learning algorithms.

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Business Problem

📌 Here we need to predict the salary of each baseball player. Click on this link to review the data set and variables.

Dataset Story

📌 This dataset was originally taken from the StatLib library which is maintained at Carnegie Mellon University. This is part of the data that was used in the 1988 ASA Graphics Section Poster Session. The salary data were originally from Sports Illustrated, April 20, 1987. The 1986 and career statistics were obtained from The 1987 Baseball Encyclopedia Update published by Collier Books, Macmillan Publishing Company, New York.