Test your basic knowledge |

Data Mining

Subject : it-skills
Instructions:
  • Answer 50 questions in 15 minutes.
  • If you are not ready to take this test, you can study here.
  • Match each statement with the correct term.
  • Don't refresh. All questions and answers are randomly picked and ordered every time you load a test.

This is a study tool. The 3 wrong answers for each question are randomly chosen from answers to other questions. So, you might find at times the answers obvious, but you will see it re-enforces your understanding as you take the test each time.
1. 'Signatures' are used for intrusion detection by _______?






2. Twice as likely to identify the important class (compared to avg. prevalence)






3. Organizes and analyzes data as an n-dimensional cube. The cube can be thought of as a common spreadsheet with two extensions: (1) support for multiple dimensions and (2) support for multiple concurrent users.






4. These are considered an alternate storage techniques for data warehousing include.






5. This is not considered one of the four major categories of processing algorithms and rule approaches.






6. Which rule would you be violating - if you tried to delete a sales rep record - who currently has customers on file?






7. The set of activities used to find new - hidden - or unexpected patterns in data is referred to as _____.






8. Increased affordability of ____________ is a reason for the growth in popularity of data mining.






9. The ACCESS feature that tests to see if your tables are normalized properly is the ____.






10. The product of two tables is also called the ________ product.






11. Which data mining technique utilizes linkage analysis to search operational transactions for patterns with a high probability of repetition?






12. Which statement will take away user privileges to the database?






13. The minimum cardinality and m is the maximum cardinality Cardinalities in Semantic Objects are shown as subscripts in the format n-m where _____






14. ____________ would not normally be associated with ROUTINE data warehouse maintenance.






15. Which clause would be used to create groups of records?






16. ___________ determines exactly what level of detail constitutes a fact record.






17. When an entity has a minimum cardinality of one it means the entity is required in _______.






18. Which function should be used to calculate the total of all entries in a given column?






19. To add a new row to a table - use the _____ command.






20. Which of the following is at the center of a star schema?






21. R- squared(and adjusted r-squared) - A measure of how much of the variability around the target mean is explained by your predictive variables. Doesn't mean you have a good predictive model—only validation will tell you that






22. Within most organizations - the person known as the _____ determines the type of access various users can have to the corporate or enterprise database.






23. Gives an idea of systematic over- or under-prediction. Magnitude of average absolute error.






24. In general - ______________ are transformed to relations/tables by defining one relation for the object itself and another relation for each multivalued attribute.






25. _________ seeks to ensure that each application under development is fully integrated within its own boundaries and to eliminate any inconsistencies in the final software product.






26. An economic feasibility measure. So is Internal rate of return.






27. Which of the following database design and data warehouse design approaches is viewed to take a more strategic rather than operational perspective?






28. To create the primary key clause for the Customer table on the CustomerNum field - which of the following is the correct statement?






29. The process by which numerical data is converted into graphical images is referred to as:






30. A powerful trend in IT is known as - which maintains that Computer transmission speed doubles every 18 months.






31. A compound semantic object is an object that contains at least one ____.






32. Information about tables in the database is kept in the _____.






33. Useful for assessing performance in terms of identifying the most important class. Helps such choices as: How many tax records to examine; How many loans to grant; How many customers to mail an offer






34. ___________ is not a characteristic of a data warehouse.






35. A ___________ combines result sets from more than one fact table.






36. Models that do ___________: MLR; KNN; Regression and Classification Trees; ANN; SVM






37. On an ER Diagram the number (mark) on relationship line that is farthest away from each entity (rectangle) represents the _______ cardinality.






38. Are a data mining technology.






39. The process that records how data from operational data stores and external sources are transformed on the way into the warehouse is referred to as ________________.






40. A Star diagram has two types of tables (objects). They are called the___________________ tables and ; fact tables.






41. A common example of the use of association methods where a retailer can mine the data generated by a point-of-sale system - such as the price scanner you are familiar with at the grocery store is referred to as:






42. Generally Semantic Object Modeling (SOM) is consideredmore bottom-up oriented than _____________.






43. An analytical-oriented organizational structure is a data warehouse _____________.






44. An alternative to the data warehouse concept is a lower-cost - scaled-down version referred to as the _____________.






45. A synonym for data mining






46. __________ occurs when the initial scope of a project continues to expand as new features are incorporated into the project.






47. Gives us an idea of the magnitude of errors. Actual value - estimated value.






48. A single column that you create for an entity to serve as the primary key - because you otherwise would need many concatenated columns to do so - is called a(n) ____________.






49. An ___________ relates two other objects.






50. Which function calculates the number of entries in a table?