Question $4)(6$ marks$)$

The table below shows the beauty and lifestyle activities individuals participated in during a fashion event:

$$

$1$

$\backslash$table$[[1,$Nail Art, Hair Styling, Makeup, Skincare$],[2,$Makeup, Fashion Styling, Nail Art$],[3,$Skincare, Hair Styling, Nail Art$],[4,$Fashion Styling, Nail Art, Skincare$],[5,$Hair Styling, Makeup, Skincare$]]$

Association Rules:

Nail Art, Hair Styling $=>$ Skincare

Makeup $=>$ Hair Styling, Nail Art

Definitions:

Support $=$ Frequency $\frac{x,Y}{?}$ total of items

Confidence $=$ Frequency $\frac{x,Y}{?}$ Frequency $(x)$

Lift : Support $/($Support $($x$)*$ Support $($y$)$

Calculate the support, confidence, and lift for each of the given association rules.