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WorksheetsDependent vs Independent Variables
Total questions: 10
Worksheet time: 5mins
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?
Email length
Presence of keywords
Sender reputation
Spam status (Spam/Not Spam)
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?
Age
BMI
Diabetes status (Yes/No)
Blood glucose level
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?
Churn status (Churn/Not Churn)
Tenure
Contract type
Monthly charges
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?
Applicant's income
Credit score
Loan amount
Loan approval status (Approved/Denied)
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?
Study hours
Exam result (Pass/Fail)
Attendance
Previous grades
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?
Satisfaction score
Room service rating
Length of stay
Will book a room again (Yes/No)
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?
Age
Travel destination
Duration of stay
Purchased travel insurance (Yes/No)
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?
Food preferences
Room type
Previous dining experiences
Ordered vegetarian meal (Yes/No)
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?
Previous stays
Review score
Used discount voucher
Signed up for loyalty program (Yes/No)
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?
Age
Group size
Interest in history
Joined city tour (Yes/No)
