//can you please check my answers and solve the others.

6.Discuss the advantages and disadvantages of instant-based learning. Explain how the memory storage can be improved when dealing with large data set.

7. If you are requested to using a clustering technique for movies data set, what type of output clusters will you choose (Separated clustered, Venn Diagram clusters, Probability table clusters, or Hierarchical clusters)? Explain

For movies data set I think the Venn diagram is good for it, because its easiest representation for movies that are in more than one category. Example, a movie that is drama and horror will be in the interception between the two clusters.

8.Using the table below:

Car	Bus	Bicycle	Motorbike	Boat
No	Yes	No	Yes	Yes
Yes	No	No	Yes	No
Yes	Yes	No	Yes	No
No	No	Yes	Yes	No
No	Yes	No	Yes	Yes
Yes	No	Yes	No	Yes
Yes	Yes	No	No	No
Yes	Yes	Yes	No	No
No	No	Yes	No	Yes
No	Yes	No	Yes	No
Yes	Yes	Yes	No	No
Yes	No	Yes	No	No

1. Calculate the support and confidence values of the following association rules:
2. 1. If Car = Yes , then Boat = No

Support = 6

Confidence = 6/7=85%

2. If Car = Yes and Bus = Yes, then Bicycle = No and Boat = No

Support = 2

Confidence = 2/4=50%

3. If Boat =No and Bicycle = No, then Car = Yes

Support = 3

Confidence = =75%

2. Find an association rule with a minimum support value of 6 and a minimum confidence value of 80%.

If Bicycle = No, then Motorbike = Yes

Support = 6

Confidence = 5/6 = 83.3%