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Tandon-A/DP_analysis.py

Created September 9, 2019 13:26
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DP_analysis.py
def analysis(db_size,query,noise_percentage=0.5):
db = create_db(db_size)
augmented_db = modify_db(db,noise_percentage)
true_output = query(db)
augmented_output = query(augmented_db)
analysis_output = (augmented_output - (1 - noise_percentage) * 0.5)/noise
print ("size = %r orginal_db result = %r augmented_db result = %r deskewed analysis result = %r" %(db_size,true_output,augmented_output,analysis_output))
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