In fact, she wrote her novels under a male name: Who is George Eliot?
Her real name is Marian (Marie Ann) Evans. Marie wrote the two-volume Scenes From Clerical Life. She did not put her own name on the work, but signed "George Eliot". The book was well received as soon as it was released.