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EMC Dell Data Science Foundations Sample Questions (Q61-Q66):
NEW QUESTION # 61
You have the following corpus of texts:
"The cat hit the dog."
"The dog bit the mail carrier."
"The mail carrier chased the truck."
"The truck hit the wall while avoiding the dog that chased the cat."
"The cat climbed the wall."
If the tf-idf metric is used to score relevance for search and retrieval, which term has the highest discriminatory power?
- A. Dog
- B. Bit
- C. Chased
- D. Truck
Answer: B
NEW QUESTION # 62
Refer to exhibit.
You are asked to write a report on how specific variables impact your client's sales using a data set provided to you by the client. The data includes 15 variables that the client views as directly related to sales, and you are restricted to these variables only.
After a preliminary analysis of the data, the following findings were made:
1. Multicollinearity is not an issue among the variables
2. Only three variables A, B, and C have significant correlation with sales You build a linear regression model on the dependent variable of sales with the independent variables of A, B, and C. The results of the regression are seen in the exhibit. You cannot request additional data.
What is a way that you could try to increase the R2 of the model without artificially inflating it?
- A. Break variables A, B, and C into their own univariate models
- B. Create interaction variables based only on variables A, B, and C
- C. Create clusters based on the data and use them as model inputs
- D. Force all 15 variables into the model as independent variables
Answer: C
NEW QUESTION # 63
Before building an ARMA model, how can you determine if the time series is weakly stationary?
- A. No trend component is apparent
- B. Series is normally distributed
- C. Constant variance around a constant mean is apparent
- D. Mean of the series is close to 0
Answer: C
NEW QUESTION # 64
You are performing a market basket analysis using the Apriori algorithm.
Which measure is a ratio describing the how many more times two items are present together than would be expected if those two items are statistically independent?
- A. Lift
- B. Leverage
- C. Confidence
- D. Support
Answer: A
NEW QUESTION # 65
You have numeric data for more than 500 observations. You are interested in identifying linear relationships among these numeric variables.
Which R function should you employ to get the best visualization?
- A. rug()
- B. plot(density())
- C. pairs()
- D. lm()
Answer: C
NEW QUESTION # 66
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