Either pingouin's dates are wrong or there was an even earlier Madison Square Garden, since the New York Six Day Cycle Race was held there on 4-10 December 1899 and they called the type of race a madison after it ...

(source: De Mannen van de Nacht, Roger de Maertelaere).