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E20-007 | Data Science Associate

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Vendor EMC
Exam Number E20-007
Exam Name Data Science Associate
Questions 198 Q & A
Recent Update November 14, 2017
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Refer to the exhibit. Exhibit.

You have scored your Naive bayesian classifier model on a hold out test data for cross validation and determined the way the samples scored and tabluated them as shown in the exhibit. What are the Precision and Recall rate of the model?

  1. Precision = 262/277 Recall = 262/288

  2. Precision =262/288 Recall = 262/277

  3. Precision = 277/262 Recall = 288/262

  4. Precision = 288/262 Recall = 277/262

Answer: A


Which ROC curve represents a perfect model fit?

A) 65








  1. Exhibit A

  2. Exhibit B

  3. Exhibit C

  4. Exhibit D

Answer: A


Refer to the exhibit. Exhibit.

You have scored your Naive bayesian classifier model on a hold out test data for cross validation and determined the way the samples scored and tabulated them as shown in the exhibit. What are the the False Positive Rate (FPR) and the False Negative Rate (FNR) of the model?

A. FPR = 15/262 FNR = 26/288 B. FPR = 26/288 FNR = 15/262 C. FPR = 262/15

FNR = 288/26 68

D. FPR = 288/26 FNR = 262/15

Answer: A


Refer to the exhibit. Exhibit.

Click on the calculator icon in the upper left corner. An analyst is searching a corpus of documents for the topic "solid state disk". In the Exhibit, Table A provides the inverse document frequency for each term across the corpus. Table B provides each term's frequency in four documents selected from corpus. Which of the four documents is most relevant to the analyst's search?

  1. Document B

  2. Document A

  3. Document C

  4. Document D

Answer: A


Refer to the exhibit. 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?

  1. 63%

  2. 41%

  3. 18%

  4. 73%

Answer: A

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