"It's wrong to say that party (BJP) tasted defeat in the Cantonment Board polls. The party had not fielded any candidate in these polls," Singh said.
He was speaking to reporters on the sidelines after a convocation ceremony at Babd Saheb Bhim Rao Ambedkar University here.
BJP suffered a big jolt in the Cantonment Board polls when all the candidates supported by it in Varanasi -- Prime Minister Narendra Modi's parliamentary constituency -- and Lucknow lost. BJP won just one seat in Agra and finished second in Bareilly and Mathura.
BJP had either fielded its own candidates or extended support to Independents in the Cantonment Board elections held on Sunday after a gap of five years.