[R] Same results in arules after changing support and confidence

jckhmmr ignited at yandex.ru
Wed Jul 22 21:38:14 CEST 2015


Hello, everyone!

I'm new to R, so I'm sorry in advance if it's something obvious, but I still
can't figure it out.

I've started experimenting with apriori and everything was working fine,
i.e. I changed support and confidence and results were different depending
on combination.

But on the next after running the same code and same dataset I'm getting 0
rules no matter which combination I'm using. 

My dataset looks like this (foodmarket data):

Trans_Id,Product
3694728,Washington Berry Juice
3779788,Washington Berry Juice
4146666,Washington Berry Juice
4405313,Washington Berry Juice
etc.

My code is:

library('arules')
transactions <-
read.transactions(file="transactions.csv",format="single",sep=",",cols=c(1,2),rm.duplicates="false")

basket_rules <- apriori(transactions, parameter = list(sup = 0.05, conf =
0.01, target="rules",minlen=2))

With following results:
http://postimg.org/image/8qw4e1hw7/

And another one with different parameters but same result:
http://postimg.org/image/b9k7xfq91/


So, I have no idea how is that possible. Any input will be appreciated.

Thank you.



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