FiltersDone

Question type

Essay

Multiple Choice

Short Answer

True False

Matching

Exam 4: Data Mining

Show Answer

Share

---

All types

Filters

Study FlashcardsPractice ExamLearn

Question 1

Short Answer

Review LaterAdd Note

Review Later

The basic idea behind a ________ is that it recursively divides a training set until each division consists entirely or primarily of examples from one class.

Correct Answer

verified

Show Answer

Question 2

Multiple Choice

Review LaterAdd Note

Review Later

In data mining,finding an affinity of two products to be commonly together in a shopping cart is known as

A) association rule mining.
B) cluster analysis.
C) decision trees.
D) artificial neural networks.

E) B) and C)
F) All of the above

Correct Answer

verified

Show Answer

Question 3

Multiple Choice

Review LaterAdd Note

Which broad area of data mining applications partitions a collection of objects into natural groupings with similar features?

The entire focus of the predictive analytics system in the Infinity P&C case was on detecting and handling fraudulent claims for the company's benefit.

In the Cabela's case study,the SAS/Teradata solution enabled the direct marketer to better identify likely customers and market to them based mostly on external data sources.

In the cancer research case study,data mining algorithms that predict cancer survivability with high predictive power are good replacements for medical professionals.

Identifying and preventing incorrect claim payments and fraudulent activities falls under which type of data mining applications?

In the data mining in Hollywood case study,how successful were the models in predicting the success or failure of a Hollywood movie?

Interval data is a type of numerical data.

Which broad area of data mining applications analyzes data,forming rules to distinguish between defined classes?

Market basket analysis is a useful and entertaining way to explain data mining to a technologically less savvy audience,but it has little business significance.

Third party providers of publicly available datasets protect the anonymity of the individuals in the data set primarily by

Patterns have been manually ________ from data by humans for centuries,but the increasing volume of data in modern times has created a need for more automatic approaches.

In the terrorist funding case study,an observed price ________ may be related to income tax avoidance/evasion,money laundering,or terrorist financing.

Fayyad et al.(1996)defined ________ in databases as a process of using data mining methods to find useful information and patterns in the data.

Ratio data is a type of categorical data.

There has been an increase in data mining to deal with global competition and customers' more sophisticated ________ and wants.

The data field "salary" can be best described as

Which data mining process/methodology is thought to be the most comprehensive,according to kdnuggets.com rankings?

Using data mining on data about imports and exports can help to detect tax avoidance and money laundering.