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Introduction to Data Analytics II (BUSI1127 UNMC) (SPM1 24-25)

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What is the maximum number of leaves in your new

model?

Step 1: Answer in the textbox

Step

2: Snapshot and upload the file to prove your answer

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Add another node on Decision Tree and modify the

followings:

- Grow criterion for class target to Gini

- Increase the minimum lead size to 10

 

Which Tree better explain the likelihood of the customers who likely to

purchase the organic product and why?

Step

1: Answer in the textbox

Step 2: Snapshot and upload the file to prove

your answer

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Identify the KS-Statistics for your model

(Snapshot the answer here)

Step

1: Answer in the textbox for the KS Statistics

Step

2: Snapshot and upload the file to prove your answer

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Add a Decision Tree node to the canvas. How many

leaves are in the optimal tree?

Step 1: Answer in the textbox on the number of leaves

Step

2: Snapshot and upload the file to prove your answer

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Add

a Data Exploration node and explore the variable by setting the Variable

selection criterion to Importance. What is the proportion of individuals who

purchased organic products?

0%
0%
0%
0%
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Using the Organic dataset, set the role of

following variables (Snapshot your results and upload):

-         

Target Amount = Rejected

-         

TargetBuy = Target

-         

DemCluster = Rejected

The rest of the variables are consider as Inputs

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Given

the tree diagram below, the probability for X1=0.30 and X2=0.70 is _____.

0%
100%
0%
0%
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Using the Organic dataset, partition the data

into 70% training and 30% validation (Snapshot your results and upload)

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Which of the following statements is TRUE

about

decision trees as compared to other machine learning models?

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100%
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0%
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What is the KS-Statistics in this model?

1. Type the KS-Statistics in the textbox

2. Copy and paste/ download the KS statistics to be uploaded in the space provided

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