Podcast
Questions and Answers
What is the main goal of data mining in the context of past promotional mailings?
What is the main goal of data mining in the context of past promotional mailings?
- Forecasting bankruptcy and other forms of default
- Maximizing return on investment in future mailings (correct)
- Identifying segments of the population likely to respond similarly to future events
- Automated discovery of previously unknown patterns
Which of the following best describes association rule learning in data mining?
Which of the following best describes association rule learning in data mining?
- Identifying segments of the population likely to respond similarly to future events
- Identifying anomalous data that could represent data entry errors
- Detecting fraudulent credit card transactions
- Searching for relationships between variables to determine frequent product associations (correct)
In data mining, what task involves the identification of unusual data records or data errors that require further investigation?
In data mining, what task involves the identification of unusual data records or data errors that require further investigation?
- Pattern discovery
- Association rule learning
- Dependency modeling
- Anomaly detection (correct)
What is an example of a pattern discovery problem in data mining?
What is an example of a pattern discovery problem in data mining?
What does data mining use past promotional mailings for?
What does data mining use past promotional mailings for?
Which task in data mining involves searching for relationships between variables?
Which task in data mining involves searching for relationships between variables?
What is the purpose of automated discovery in data mining?
What is the purpose of automated discovery in data mining?
Which problem is an example of pattern discovery in data mining?
Which problem is an example of pattern discovery in data mining?
What does association rule learning help a supermarket determine?
What does association rule learning help a supermarket determine?
Which task in data mining involves identifying unusual data records or data errors?
Which task in data mining involves identifying unusual data records or data errors?
What is the main focus of identifying patterns in data mining?
What is the main focus of identifying patterns in data mining?
In data mining, what is another term for association rule learning?
In data mining, what is another term for association rule learning?
What role does automated discovery play in data mining?
What role does automated discovery play in data mining?
What is the primary objective of anomaly detection in data mining?
What is the primary objective of anomaly detection in data mining?
