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please do not copy the same answer in this site cinse i want a uniqe one and no

ID: 3574870 • Letter: P

Question

please do not copy the same answer in this site cinse i want a uniqe one and no hand writing thanks.....

Q4. The following decision tree has been created to predict what someone can do Parents Visiting No Yes Weather Cinema Sunny Windy Rainy Stay Play tennis Money Rich Poor Shopping Cinema a. Convert this tree to if then rules (025Mark) b. Using the following testing data: i. Predict the class of eachrecord 0.25 Mark) Parents Visiting Weather Money class Prediction Rich Yes Windy Poor Cinema No Windy Poor Play tennis No Rainy Rich stay in Yes Poor stay in 6 No Wind Rich Cinema i. Calculate the accuracy of this model. (025 Mark) iti. Interpret the obtainedresult 25 Mark) iv. How we can improve the performance of the obtained model? 25Mark)

Explanation / Answer

a)If parents Visiting is true

then cinema

else if weather is sunny

play tennis

else if weather is windy

if money is Rich

then Shopping

else

Cinema

else if weather is rainy

then stay in

b)i.)1.False Cinema

2.True

3.No

4.True

5.False

6.False