Which of the following would be classified as a non-disability according to the federal Fair Housing Act?

In the context of the federal Fair Housing Act, a condition is classified as a disability if it substantially limits one or more major life activities. The classification of disabilities is designed to provide protections for individuals who may require accommodations due to their disabilities.

Being "physically out of shape" typically does not constitute a recognized disability under the Fair Housing Act. This condition does not inherently limit major life activities and is often not a medically defined condition. Therefore, it does not meet the criteria established by the Act for a disability.

In contrast, the other options—obesity, chronic illness, and learning disability—are recognized as conditions that may qualify as disabilities under this law, as they can substantially impair an individual's ability to perform major life activities, thereby offering grounds for protection and the possibility of reasonable accommodations in housing situations.