Where is the property located? Is it located on a street of shops in a commercial area/property or is it primarily residential?
Does the agreement allow you to carry on a trade or business?
Do you believe the price is high for a residential lease? Commercial leases tend to be leased at higher rates than residential leases.
However, it may be a case where the lease is titled "commercial lease" but it is in effect a residential lease.