HW$2$ has $2$ parts. Both are classification problems with different emphasis.

Please read the instructions carefully before you start working on the HW$.$

Part $1$ Classification using different algorithms.

This dataset $($ObesityDataset$.$csv$)$ includes data for the estimation of obesity

levels in individuals from the countries of Mexico, Peru, and Colombia, based on

their eating habits and physical condition.

The data contains $16$ features and $2108$ records. The records are labeled with the

class variable $$Obesity Level$,$ that allows classification of the data using the

values of Insufficient Weight, Normal Weight, Overweight Level I, Overweight

Level II$,$ Obesity Type I, Obesity Type II and Obesity Type III. $($there are $7$ classes$).$