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How to write R Markdown for this question: First, install the package arules Second, load the data set using the following command grd lt;-...
How to write R Markdown for this question:
- First, install the package arules
- Second, load the data set using the following command
- grd <- read.transactions("http://fimi.ua.ac.be/data/retail.dat", format="basket")
- Third, run the following commands and interpret the results
- itemFrequencyPlot(grd,support=.1) #run with support .2, .3, & .5
- summary(grd)
- inspect(grd) #you will have to stop the listing manually
- Create the rules object using apriori
- grdar <- apriori(grd,parameter=list(supp=.05,conf=.5))
- inspect(grdar)
- Find a few interesting rules
- Tell me something you learned from interpreting the rules
- Show all your steps (especially in data conversion) using knitR