He has been charged with practicing without a medical license, and theft, after allegedly stealing and forging three checks from an elderly woman who sought treatment for stomach pain.
In a brief media conference on Wednesday evening, he said he was "deeply saddened and a little disrespected" by the accusations and asked for privacy.
Mr Love-Robinson has since insisted in media interviews that he has certifications to practice alternative medicine, including naturopathy.
Scans of certificates from the American Alternative Medical Association and American Association of Drugless Practitioners had previously been posted to his Facebook page, which now appears to have been taken down.
But the state of Florida no longer offers naturopathy licenses and only licensed doctors are allowed to offer such services in the state.