Podcast
Questions and Answers
What is the primary goal of association analysis in data mining?
What is the primary goal of association analysis in data mining?
- To predict the behavior of a single customer
- To compare the sales of different regions
- To analyze the performance of a single product
- To identify the most frequent patterns in a dataset (correct)
What type of association is used to identify patterns that occur in a specific sequence or order?
What type of association is used to identify patterns that occur in a specific sequence or order?
- Graph-based Associations
- Sequential Associations (correct)
- Itemset Associations
- Correlation Analysis
What is an itemset in association analysis?
What is an itemset in association analysis?
- A single item in a dataset
- A sequence of items in a specific order
- A collection of one or more items that frequently co-occur together (correct)
- A graph of related items
How can association analysis help retailers?
How can association analysis help retailers?
What is the benefit of using association analysis in e-commerce websites?
What is the benefit of using association analysis in e-commerce websites?
What are the three types of associations mentioned in the text?
What are the three types of associations mentioned in the text?
What type of association analysis involves representing the relationships between items in a dataset as a graph?
What type of association analysis involves representing the relationships between items in a dataset as a graph?
Which algorithm is based on the concept that if an item set is frequent, then all of its subsets must also be frequent?
Which algorithm is based on the concept that if an item set is frequent, then all of its subsets must also be frequent?
What is the main advantage of the FP-Growth Algorithm over the Apriori Algorithm?
What is the main advantage of the FP-Growth Algorithm over the Apriori Algorithm?
What is the main characteristic of the Eclat Algorithm?
What is the main characteristic of the Eclat Algorithm?
What is the primary goal of Association Rule Mining?
What is the primary goal of Association Rule Mining?
Which of the following is an example of an application of graph-based association?
Which of the following is an example of an application of graph-based association?
