A00-255 TESTING QUESTIONS HANDBOOK: SASINSTITUTE A00-255 HOT QUESTIONS

A00-255 Testing Questions Handbook: SASInstitute A00-255 Hot Questions

A00-255 Testing Questions Handbook: SASInstitute A00-255 Hot Questions

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Tags: Hot A00-255 Questions, A00-255 Download Pdf, A00-255 Test Cram Pdf, A00-255 Test Discount Voucher, A00-255 Test Review

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SASInstitute SAS Predictive Modeling Using SAS Enterprise Miner 14 Sample Questions (Q11-Q16):

NEW QUESTION # 11
Perform these tasks in SAS Enterprise Miner:
Add a Decision Tree node, as shown below. (Make sure you use only default options in the Decision Tree node.)

Run the Decision Tree node.
Suppose that the data has been oversampled and the probability that TARGET=1 is 0.10 in the population. Incorporate the above scenario and run the Decision Tree node again.
What is the misclassification rate in the validation data set?
Response:

  • A. 0.162252
  • B. 0.10
  • C. 0.157016
  • D. 0.154788

Answer: C


NEW QUESTION # 12
Consider a binary target variable. Assume Accuracy is the desired assessment measure. Accuracy is not an option in the Decision Tree node. Which assessment measure can you use as a proxy for accuracy?
Select one:
Response:

  • A. Mean Square Error
  • B. Average Squared Error
  • C. Total Profit
  • D. 1 - Misclassification Rate

Answer: D


NEW QUESTION # 13
Assume in a data mining project that the task is to predict rankings of a target variable as accurately as possible. Which of the following should be used to judge prediction models?
Response:

  • A. Gini coefficient
  • B. KS statistic
  • C. misclassification
  • D. average squared error

Answer: A


NEW QUESTION # 14
Assume a variable is coded as follows: 1=unmarried, 2=married, 3=divorced, and 4=widowed. Then which of the following measurement levels should be selected in SAS Enterprise Miner for this variable?
Response:

  • A. Ordinal
  • B. Nominal
  • C. Interval
  • D. Unary

Answer: B


NEW QUESTION # 15
Perform these tasks in SAS Enterprise Miner:
* Add a Decision Tree node, as shown below. (Make sure you use only default options in the Decision Tree node.)

* Run the Decision Tree node.
What is the probability that TARGET=0 for ID=000355 in the training data?
Response:

  • A. 0.077935227
  • B. 0.9341825902
  • C. 0.0658174098
  • D. 0.9220647773

Answer: D


NEW QUESTION # 16
......

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