12 Questions
Association analysis is used to identify the least frequent patterns in a dataset.
False
Itemset association is used to analyze customer behavior on e-commerce websites.
False
In graph-based association analysis, each item is represented as an edge in the graph.
False
The Apriori algorithm is used for sequential association analysis.
False
Graph-based associations are used to identify items that are frequently purchased together.
False
FP-Growth algorithm is slower than the Apriori algorithm.
False
Association analysis can help retailers optimize product placement and promotions.
True
Eclat algorithm is based on the horizontal data format.
False
Sequential association is used to discover relationships between items in a dataset.
False
Graph-based association is used in fraud detection and social network analysis.
True
Association analysis can be used to recommend related products to customers based on their purchase history.
True
The Apriori algorithm scans the dataset only once.
False
This quiz covers the concept of association in data mining, including its application in identifying relationships between items in a dataset and its benefits in understanding consumer behavior.
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