Original: In 1895 the club moved to a new stadium, The Baseball Ground (so called because it was previously used for baseball), which became their home for the next 102 years, and adopted their traditional colours of black and white.
Simplified: It was  called this because baseball had been played there much earlier beforehand, and it became their home for the next 102 years.