In the end, I removed the boot2docker-vm virtual machine:
snowch$ rm -rfi ~/VirtualBox\ VMs/boot2docker-vm/
Original source of the answer: https://github.com/boot2docker/boot2docker/issues/436
Note: this method is probably the quickest but you will lose your existing boot2docker virtual machine. If you want to keep your existing boot2docker virtual machine, you could try Patrick Henning’s answer