1answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
V125BC [204]
3 years ago
9

Assuming that data mining techniques are to be used in the following cases, identify whether the task required is supervised or

unsupervised learning. a. Deciding whether to issue a loan to an applicant based on demographic and financial data (with reference to a database of similar data on prior customers). b. In an online bookstore, making recommendations to customers concerning additional items to buy based on the buying patterns in prior transactions. c. Identifying a network data packet as dangerous (virus, hacker attack) based on comparison to other packets whose threat status is known. d. Identifying segments of similar customers. e. Predicting whether a company will go bankrupt based on comparing its financial data to those of similar bankrupt and nonbankrupt firms. f. Estimating the repair time required for an aircraft based on a trouble ticket. g. Automated sorting of mail by zip code scanning. h. Printing of custom discount coupons at the conclusion of a grocery store checkout based on what you just bought and what others have bought previously
Business
1 answer:
Gnoma [55]3 years ago
5 0

Answer:

Explanation:

A Supervised learning allows you to collect data or produce a data output from the previous experience while an unsupervised learning  you do not need to supervise the model.

A.  Deciding whether to issue a loan to an applicant based on demographic and financial data (with reference to a database of similar data on prior customers). - Supervised learning

B.  In an online bookstore, making recommendations to customers concerning additional items to buy based on the buying patterns in prior transactions. - Unsupervised learning

c. Identifying a network data packet as dangerous (virus, hacker attack) based on comparison to other packets whose threat status is known - Supervised learning  

d. Identifying segments of similar customers. - Unsupervised learning

e. Predicting whether a company will go bankrupt based on comparing its financial data to those of similar bankrupt and nonbankrupt firms. - Supervised learning

f. Estimating the repair time required for an aircraft based on a trouble ticket. - supervised learning

g. Automated sorting of mail by zip code scanning. - Supervised learning

H. Printing of custom discount coupons at the conclusion of a grocery store checkout based on what you just bought and what others have bought previously - Unsupervised learning

You might be interested in
In a competitive market, no single producer can influence the market price because:
AURORKA [14]

Answer:

many other sellers are offering a product that is essentially identical.

Explanation:

8 0
2 years ago
When the director/manager allows employees to guide themselves toward the goal, then a(n) _______ leadership style is being used
kondaur [170]

Answer:

Free Rein Style

Explanation:

leadership can be described as research area that encomposses the ability of an organisation or an individual to lead a team, individuals or entire organisations.

Free rein style is the most suitable.

7 0
3 years ago
Crane Company had the following account balances:
aivan3 [116]

Answer:

The correct answer is $479,500.

Explanation:

According to the scenario, the computation of the given data are as follows:

We can calculate the total revenue by using following formula:

Total revenue = Net sale + Dividend revenue  + Rent revenue

Where, Net sales = Sales revenue - Sales return

= $445,000 - $34,000 = $411,000

By putting the value in the formula, we get

Total revenue = $411,000 + $10,500 + $58,000

= $479,500

4 0
3 years ago
At the end of 2020, Payne Industries had a deferred tax asset account with a balance of $25 million attributable to a temporary
Effectus [21]

Answer:

A. Payne Industries

(In Million)

Dr Income tax expense $54

Cr To Deferred Tax Assets $9

Cr To Income Tax Payable $45

No Journal Entry Required

b. Dr Income tax expense Dr $54

Cr To Deferred Tax Assets $9

Cr To Income Tax Payable $45

Dr Income tax expense $12

Cr To Valuation Allowance - Deferred Tax Assets $12

Explanation:

a. Preparation of the journal entry(s) to record Payne’s income taxes for 2021,

Payne Industries

(In Million)

Dr Income tax expense $54

($45+$9)

Cr To Deferred Tax Assets $9

[($100-$64)*25%]

Cr To Income Tax Payable $45

($180*25%)

(To record income tax expense recorded for 2021 and deferred tax assets reversed for temporary differences reversal )

No Journal Entry Required

b. Preparation of the journal entry(s) to record one-fourth of the deferred tax asset ultimately will be realized

Journal Entries

(In Million)

Dr Income tax expense Dr $54

($45+$9)

Cr To Deferred Tax Assets $9

[($100-$64)*25%]

Cr To Income Tax Payable $45

($180*25%)

(Being income tax expense recorded for 2021 and deferred tax assets reversed for temporary differences reversal )

Dr Income tax expense $12

Cr To Valuation Allowance - Deferred Tax Assets $12

[($64*75%)*25%]

(Being to record valuation allowance for deferred tax assets)

3 0
2 years ago
In the context of performance appraisal dimensions and standards, the goal of meeting product specification standards is an exam
Vadim26 [7]

Answer:

Output measure:

Explanation:

Output measure:

it is structured report on business output that describe about the goal achievement, illustrating the point that is beneficial for the project etc.

it consist of all details about any task, like quantity of material produce, how much of it delivered to the next level. it doesn't mentioned the internal factor like quality of work that would impact the stakeholder.

4 0
3 years ago
Other questions:
  • Bob deposits $1,500 at the beginning of each quarter for sixteen years in a fund earning a nominal rate of interest of 6% conver
    10·1 answer
  • .. Will has a Personal Auto Policy. Which of the following cars would qualify for coverage as a "temporary substitute" under Wil
    15·1 answer
  • Which benefit is often associated with command economies and most likely
    14·1 answer
  • Tickets to a concert are $35 each. In addition to the cost for the tickets ordered, there is a $15 processing charge per order.
    9·1 answer
  • Select all the items that describe the role of a producer. a) You want to charge a price that earns profits. b) You want to char
    8·1 answer
  • Andrea Apple opened Apple Photography, Inc. on January 1 of the current year. During January, the following transactions occurre
    13·1 answer
  • Imperfect markets: do not exist in democracies. always result in supply exceeding demand. always result in demand exceeding supp
    15·1 answer
  • Interview Notes
    12·1 answer
  • FBLA-PBL state chapters usually have a number of elected__________ who
    14·1 answer
  • TRUE/FALSE. Boycotting means that workers walk away from their jobs and refuse to return until a labor-management dispute has be
    12·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!