Podcast
Questions and Answers
Association analysis is used to identify the least frequent patterns in a dataset.
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.
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.
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.
The Apriori algorithm is used for sequential association analysis.
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Graph-based associations are used to identify items that are frequently purchased together.
Graph-based associations are used to identify items that are frequently purchased together.
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FP-Growth algorithm is slower than the Apriori algorithm.
FP-Growth algorithm is slower than the Apriori algorithm.
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Association analysis can help retailers optimize product placement and promotions.
Association analysis can help retailers optimize product placement and promotions.
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Eclat algorithm is based on the horizontal data format.
Eclat algorithm is based on the horizontal data format.
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Sequential association is used to discover relationships between items in a dataset.
Sequential association is used to discover relationships between items in a dataset.
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Graph-based association is used in fraud detection and social network analysis.
Graph-based association is used in fraud detection and social network analysis.
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Association analysis can be used to recommend related products to customers based on their purchase history.
Association analysis can be used to recommend related products to customers based on their purchase history.
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The Apriori algorithm scans the dataset only once.
The Apriori algorithm scans the dataset only once.
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