input('Press any key to continue')
cProfile.run('APR.Run_Apriori()')
print(
'------------------Run Profiling ( FP Growth Algo )---------------------------'
)
input('Press any key to continue')
cProfile.run('FPG.Run_FPGrowth()')
else:
APR.Run_Apriori()
FPG.Run_FPGrowth()
print(
'------------------Output Frequent Itemset ( Apriori Algo )---------------------------'
)
input('Press any key to continue')
for item in APR.Get_FreqItemsets():
print(item)
print(
'------------------Output Frequent Itemset ( FP Growth Algo )---------------------------'
)
input('Press any key to continue')
for item in FPG.Get_FreqItemsets():
print(item)
input('Press any key to continue')
if args.association:
print(
'------------------Output Association Rule ( Apriori Algo )---------------------------'
)
for i, rule in enumerate(APR.RuleGenerator()):
print("Rule Num {:<}: {} -> {} conf: {:<.3f} sup: {:<}".format(
i + 1, rule[0], rule[1], rule[2], rule[3]))
