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






2. Are a data mining technology.






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






4. Semantic object link (SOL) attributes establish a relationship between one _______ and another.






5. The _______________________ represents the source data for the DW. This layer is comprised - primarily - of operational transaction processing systems and external secondary databases.






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






7. 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






8. 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:






9. Why are Star Schemas so useful in Financial Planning and Accounting Information Systems?






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






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






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






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






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






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






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






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






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






19. Which statement removes the table Salesrep from a DBMS?






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






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






22. A _____________ is a system-generated primary key.






23. ___________________ is used to relate one set of outcomes (dependent variable) to a set of predictor (independent) variables (e.g. - in time series analysis). Through this analysis we attempt to predictive future events - as the dependent variables b






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






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






26. 'Signatures' are used for intrusion detection by _______?






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






28. A synonym for data mining






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






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






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






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






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






34. The term "ETL" in data warehousing stands for: Extraction - ________________________ - & Loading.






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






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






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






38. 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






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






40. _________ 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.






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






42. The _____ operation of two tables results in a single table with the same columns as the first table - and containing all rows that are in the first table merged with all the rows in the second table - minus any duplicate rows.






43. The term _____ has been generally agreed to represent the broadest category of software technology that enables decision makers to conduct many dimensional analysis of consolidated enterprise data.






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






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






46. 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) ____________.






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






48. 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.






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






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