My progress with a particular emphasis on Linear Regression as I continue to work on my project utilizing data from the Centers for Disease Control and Prevention (CDC) on rates of diabetes, obesity, and physical activity in US counties.
Summary of Linear Regression
I’ve already started down the road of linear regression in my investigation of this huge dataset. It’s encouraging to report that no meaningful evidence has emerged throughout my review of the data after performing 5 fold coss validation and thoroughly going over the data.Cross-Validation’s main principle is to divide my dataset into numerous subsets, or “folds.” While the remaining folds are used for training, each fold functions as a distinct test set. I get a more precise assessment of the performance of my model by performing more iterations.