BookmarkSubscribeRSS Feed
🔒 This topic is solved and locked. Need further help from the community? Please sign in and ask a new question.
ycenycute
Obsidian | Level 7

Got several questions about the results of the association node.

 

1. What do 2, 3 and 4 mean here?

 

Capture.PNG

 

2. What do blue and red represent? Or what is the color bar in the bottom?

 

Capture1.PNG

1 ACCEPTED SOLUTION

Accepted Solutions
Amod1
SAS Employee
Hi
Consider A & B => C is the rule, whereas A & B -> C is a sequence.
In Market Basket Analysis, it is read as A and B implies C. The basket (purchase order) is one here. It is a 3 item rule.
In Sequence Analysis, it is read as first A and B, THEN C. Now the buckets (purchase orders) are 2. It means in 1st order, A and B have been purchased by customer XYZ. In subsequent order, item C has been purchased by the same customer XYZ. This is a sequence with chain length 2. However chain size remains 3. So in short, the rule or a sequence denotes the number of items it is composed of.
Now a sequence rule is like A->B=> C & D -> E. where LHS before => sign is a sequence and RHS after => sign is another sequence.

View solution in original post

3 REPLIES 3
Amod1
SAS Employee

https://documentation.sas.com/doc/en/emref/14.3/n16x97j506upgin1l90wrfc1rg0l.htm 

 

Y axis has the LHS items and X axis has the RHS items. A square represents the rule which is the intersection of LHS and RHS. The Color represents the confidence the rule carries. 

In the second graph as well, a square is a rule. A legend value shows the items in the rule or the chain size of the rule (in case of sequence). Y axis represents support of the rule while the X axis represents the confidence that the rule carries.

ycenycute
Obsidian | Level 7
Thank you for the reply. But I am still confused about statistics plot. What does it mean by 2, 3 and 4 if it is the items in the rule or if it is the chain size? Would you please provide explicit explanation? How can I know whether it is items in the rule or the chain size?
Amod1
SAS Employee
Hi
Consider A & B => C is the rule, whereas A & B -> C is a sequence.
In Market Basket Analysis, it is read as A and B implies C. The basket (purchase order) is one here. It is a 3 item rule.
In Sequence Analysis, it is read as first A and B, THEN C. Now the buckets (purchase orders) are 2. It means in 1st order, A and B have been purchased by customer XYZ. In subsequent order, item C has been purchased by the same customer XYZ. This is a sequence with chain length 2. However chain size remains 3. So in short, the rule or a sequence denotes the number of items it is composed of.
Now a sequence rule is like A->B=> C & D -> E. where LHS before => sign is a sequence and RHS after => sign is another sequence.

SAS Innovate 2025: Save the Date

 SAS Innovate 2025 is scheduled for May 6-9 in Orlando, FL. Sign up to be first to learn about the agenda and registration!

Save the date!

How to choose a machine learning algorithm

Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.

Find more tutorials on the SAS Users YouTube channel.

Discussion stats
  • 3 replies
  • 704 views
  • 0 likes
  • 2 in conversation