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What is the output of the K-means clustering algorithm?
A. Centroid positioning and entropy of each record in each cluster
B. Intercept and coefficients for each input variable in the dataset
C. Two dimensional representation of the data and the clusters
D. Center of each discovered cluster and mapping of each record to a cluster
Answer: D
NEW QUESTION # 98
An analyst is searching a corpus of documents for the topic "solid state disk". As shown in the graphic, 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 the corpus.
Based on the four documents, which document is most relevant to the analyst's search?
A. Document C
B. Document D
C. Document B
D. Document A
Answer: B
NEW QUESTION # 99
You have the data from a popular e-commerce website. You are exploring the time spent (in seconds) on the website by 100,000 customers across 14 different product categories.
What visualization can be used to represent the relationship between time spent and product category?
A. Rug plot
B. Scatter plot
C. Box and whisker plot
D. Hexbin plot
Answer: C
Explanation:
A box and whisker plot is ideal for visualizing the relationship between time spent and product category, especially when you have multiple categories. It shows the distribution of time spent in each product category, including the median, quartiles, and any potential outliers.
NEW QUESTION # 100
In a decision tree, what is an example of a pure node?
A. 75 positives; 25 negatives
B. 50 positives; 50 negatives
C. 25 positives; 75 negatives
D. 100 positives; 0 negatives
Answer: D
NEW QUESTION # 101
A Data Scientist is assigned to build a model from a reporting data warehouse. The warehouse contains data collected from many sources and transformed through a complex, multi-stage ETL process.
What is a concern the data scientist should have about the data?
A. It is too processed
B. It is too centralized
C. It is not normalized
D. It is not structured
Answer: A
NEW QUESTION # 102
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