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NEW QUESTION # 145
You have used k-means clustering to classify behavior of 100, 000 customers for a retail store. You decide to use household income, age, gender and yearly purchase amount as measures.
You have chosen to use 8 clusters and notice that 2 clusters only have 3 customers assigned.
What should you do?

A. Decrease the number of measures used
B. Increase the number of clusters
C. Decrease the number of clusters
D. Identify additional measures to add to the analysis

Answer: C

NEW QUESTION # 146
What is an appropriate data visualization to use in a presentation for an analyst audience?

A. ROC curve
B. Pie chart
C. Area chart
D. Stacked bar chart

Answer: A

NEW QUESTION # 147
You have been assigned to do a study of the daily revenue effect of a pricing model of online transactions.
You have tested all the theoretical models in the previous model planning stage, and all tests have yielded statistically insignificant results.
What is your next step?

A. Run all the models again against a larger sample, leveraging more historical data.
B. Move forward on the model with the highest significance scores relative to the others.
C. Modify samples used by the models and iterate until a significant result occurs.
D. Report that the results are insignificant, and reevaluate the original business question.

Answer: D

NEW QUESTION # 148
Your colleague, who is new to Hadoop, approaches you with a question. They want to know how best to access their data. This colleague has a strong background in data flow languages and programming.
Which query interface would you recommend?

A. Pig
B. Hive
C. HBase
D. Howl

Answer: A

NEW QUESTION # 149
Refer to the exhibit.

Click on the calculator icon in the upper left corner. You are going into a meeting where you know your manager will have a question on your dataset -- specifically relating to customers that are classified as renters with good credit status.
In order to prepare for the meeting, you create a rule: RENTER => GOOD CREDIT.
What is the confidence of the rule?

A. 63%
B. 41%
C. 18%
D. 73%

Answer: A

NEW QUESTION # 150
......

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