"(The) petition is dismissed," a bench of Chief Justice G Rohini and Justice R S Endlaw said.
The judgement came on the plea of Hans Raj Jain, who had sought the cancellation alleging that the "registration of AAP was allowed (by the ECI) in a hurried manner on the basis of false and fabricated documents without making any proper enquiries".
Jain had claimed there were discrepancies in residential addresses given by some AAP members in their affidavits when compared to the addresses given in their voter identity cards or income tax returns.
"Registration to AAP was granted after completing all requisite formalities and requirements. There was no lapse or any undue haste on the part of the Commission's office in this regard, as alleged or at all," the ECI had said in an affidavit.
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The poll panel had urged the high court to dismiss the plea saying "there is no contravention of any provision of the law."
Jain, in his plea, had also alleged that provisions of the State Emblem of India (Prohibition of Improper Use) Act has been violated by AAP as its registration application contained the 'chakra' logo as depicted in the national flag.
After hearing arguments of both sides the court had reserved judgement on February 18.