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Dependent vs Independent Variables

Total questions: 10

Worksheet time: 5mins

Name
Class
Date
1.

In a project to predict whether an email is spam or not using features such as the length of the email, presence of certain keywords, and sender reputation, what is the dependent (target) variable?

a)

Email length

b)

Presence of keywords

c)

Sender reputation

d)

Spam status (Spam/Not Spam)

2.

In a classification project predicting whether a patient has diabetes based on factors like age, BMI, and blood glucose level, which is the dependent (target) variable?

a)

Age

b)

BMI

c)

Diabetes status (Yes/No)

d)

Blood glucose level

3.

In a machine learning project to classify whether a customer will churn or not based on monthly charges, tenure, and contract type, what is the dependent (target) variable?

a)

Churn status (Churn/Not Churn)

b)

Tenure

c)

Contract type

d)

Monthly charges

4.

In a project to predict if a loan application will be approved or denied based on the applicant's income, credit score, and loan amount, which is the dependent (target) variable?

a)

Applicant's income

b)

Credit score

c)

Loan amount

d)

Loan approval status (Approved/Denied)

5.

In a classification project that aims to predict whether a student will pass or fail an exam based on study hours, previous grades, and attendance, what is the dependent (target) variable?

a)

Study hours

b)

Exam result (Pass/Fail)

c)

Attendance

d)

Previous grades

6.

A hotel wants to predict whether a guest will book a room again based on their satisfaction score, room service rating, and length of stay. What is the dependent (target) variable?

a)

Satisfaction score

b)

Room service rating

c)

Length of stay

d)

Will book a room again (Yes/No)

7.

A tourism company aims to predict whether a tourist will purchase a travel insurance package based on their age, travel destination, and duration of stay. What is the dependent (target) variable?

a)

Age

b)

Travel destination

c)

Duration of stay

d)

Purchased travel insurance (Yes/No)

8.

A restaurant in a hotel wants to predict whether a guest will order a vegetarian meal based on their food preferences, room type, and previous dining experiences. What is the dependent (target) variable?

a)

Food preferences

b)

Room type

c)

Previous dining experiences

d)

Ordered vegetarian meal (Yes/No)

9.

A hotel chain wants to predict whether a guest will sign up for their loyalty program based on the guest’s previous stays, review score, and whether they used a discount voucher. What is the dependent (target) variable?

a)

Previous stays

b)

Review score

c)

Used discount voucher

d)

Signed up for loyalty program (Yes/No)

10.

A tour operator wants to predict whether a customer will join an organized city tour based on the customer’s age, group size, and interests in history. What is the dependent (target) variable?

a)

Age

b)

Group size

c)

Interest in history

d)

Joined city tour (Yes/No)