Saturday’s session was cut short due to heavy rain and fading light conditions, despite completing Q1 with Williams driver Pastor Maldonado the big name to go out.
But with the decision ultimately made by race control, FIA chief Charlie Whiting was confident there will be enough time to complete qualifying before the race itself.
“It’s a shame because of the weather but absolutely the right decision was made to postpone qualifying,” said Horner.
“The conditions are just deteriorating too quickly, particularly with the daylight and too much standing water, so hopefully this will blow through and we will be back tomorrow morning.”
Mercedes new-boy Lewis Hamilton had damaged a rear wing in just his second qualifying lap, clipping the grass and spinning out into the fence.
However, his team-mate, Nico Rosberg, set the early pace ahead of Ferrai’s Fernando Alonso and Lotus’ Roman Grosjean, respectively.
Maldonado joined Sauber’s Esteban Gutierrez, Marussia drivers, Jules Bianchi and Max Chilton, Catherham’s Giedo van der Garde and Charles Pic in missing out.
Whiting later said the qualifying had been postponed “to put everyone out of their misery”.
Sunday’s forecast in Melbourne is promising, with sunny spells and dry weather expected, easing fears the race at the Albert Park circuit would be further delayed.