We want to use the following dataset for this assignment. There are three features (number of bedrooms, number of bathrooms, and the size) and the target output is the last column (type). Bedrooms Bathrooms Size (based on SQ Footage) Type Small Apartment Small Apartment 2 Small Town House 2 Small Apartment Small Apartment Medium Apartment W N Medium Apartment W Large House 12 Medium Town House N Large House 3 W Large House 4 Large House We also have the following test dataset: Size (based on SQ Bedrooms Bathrooms Footage) Type Large N Medium 3 3 Small ? 4 4 Medium