[R] Consequent sorting
Jeff Reichman
re|chm@nj @end|ng |rom @bcg|ob@|@net
Mon Sep 24 01:29:20 CEST 2018
Never mind. Working with the arules package notes I was able to figure it
out
rules <- apriori(fp.trans,
parameter = list(supp = 0.1, conf = 0.2, target = "rules"),
appearance = list(rhs="Sugar", default="lhs"),
control = list(verbose=F))
rules.sorted <- sort(rules, by="lift")
inspect(rules.sorted)
-----Original Message-----
From: R-help <r-help-bounces using r-project.org> On Behalf Of Jeff Reichman
Sent: Sunday, September 23, 2018 5:18 PM
To: r-help using r-project.org
Subject: [R] Consequent sorting
r-help Forum
I'm using the following code to sort the "right-hand side (rhs, consequent)
of the rules output from the arules packages, which works. But what I'd
really like is the ability to subset my rules where the rhs = "some item
set"
rules_info <-
data.frame(
LHS = labels(lhs(rules)),
RHS = labels(rhs(rules)),
quality(rules)
)
rules_info[ order(rules_info$RHS=), ]
For example using my code above I'm able to sort as follow's
179 {Cereals,Eggs,Tomatoes,Vinegar} {Bread} 0.1428571 1.0000000
1.1666667 1
184 {Eggs,Milk,Pork,Sugar} {Bread} 0.1428571 1.0000000
1.1666667 1
189 {Eggs,Milk,Pork,Tomatoes} {Bread} 0.1428571 1.0000000
1.1666667 1
1 {} {Cereals} 0.2857143
0.2857143 1.0000000 2
8 {Vinegar} {Cereals} 0.1428571
1.0000000 3.5000000 1
15 {Tomatoes} {Cereals} 0.1428571
0.5000000 1.7500000 1
But what I'd really like to do is just get (say) {Bread} like .
179 {Cereals,Eggs,Tomatoes,Vinegar} {Bread} 0.1428571 1.0000000
1.1666667 1
184 {Eggs,Milk,Pork,Sugar} {Bread} 0.1428571 1.0000000
1.1666667 1
189 {Eggs,Milk,Pork,Tomatoes} {Bread} 0.1428571 1.0000000
1.1666667 1
Jeff Reichman
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