ISYE 6501 Final Quiz | Questions and Answers | 2025/2026
Update | 100% Correct.
Instructions for Questions 1-8
For each of the following eight questions, select the type
of problem that the model is best suited for. Each type of
problem might be used zero, one, or more than one time
in the eight questions.
0..5 pts
Question 1
Select the type of problem that linear regression is best suited for.
Classification
Clustering
Experimental design
Correct! Prediction from feature data
Prediction from time-series data
Variable selection
mailto:https://www.stuvia.com/user/DREAMS 0..5 pts
Question 2
, Select the type of problem that fractional factorial design is best
suited for.
Classification
Clustering
Correct! Experimental design
Prediction from time-series data
Variable selection and/or prediction from feature data
0..5 pts
Question 3
Select the type of problem that lasso regression is best suited for.
Classification
Clustering
Experimental design
Prediction from time-series data
Correct! Variable selection and/or prediction from feature data
mailto:https://www.stuvia.com/user/DREAMS
, 0..5
Question 4
yt yt
yt
pts
Select the type of problem that logistic regression is best
yt yt yt yt yt yt yt yt yt
suited
yt
for.
Correct! Classification and/or prediction from feature
yt yt yt yt
data
Clustering
Experimental design yt
Prediction from time-series
yt yt
data
Variable selection
yt
0..5
yt yt
Question 5 yt
pts
Select the type of problem that k-means is best suited
yt yt yt yt yt yt yt yt yt
for.
Classification
Correct! Clustering
Experimental design yt
Prediction from featureyt yt
data
Prediction from time-series
yt yt
data
mailto:https://www.stuvia.com/user/DREAMS
, Variable selection
yt4
0..5
Question
yt4 yt4
pts
6
Select the type of problem that support vector machine
yt 4 yt4 yt4 yt 4 yt4 yt4 yt 4 yt4
is best
yt4 yt 4
suited for.
Correct! Classification and/or prediction from feature
yt4 yt 4 yt 4 yt4
data
Clustering
Experimental
design
Prediction from time-series
yt4 yt4
data
Variable selection
yt4
0..5
yt4 yt4
Question pts
7
Select the type of problem that GARCH is best
yt 4 yt 4 yt 4 yt 4 yt 4 yt 4 yt 4 yt 4
suited for.
Classification and/or prediction from feature
yt4 yt 4 yt 4 yt4
data
Clustering
Experimental
design
mailto:https://www.stuvia.com/user/DREAMS
Update | 100% Correct.
Instructions for Questions 1-8
For each of the following eight questions, select the type
of problem that the model is best suited for. Each type of
problem might be used zero, one, or more than one time
in the eight questions.
0..5 pts
Question 1
Select the type of problem that linear regression is best suited for.
Classification
Clustering
Experimental design
Correct! Prediction from feature data
Prediction from time-series data
Variable selection
mailto:https://www.stuvia.com/user/DREAMS 0..5 pts
Question 2
, Select the type of problem that fractional factorial design is best
suited for.
Classification
Clustering
Correct! Experimental design
Prediction from time-series data
Variable selection and/or prediction from feature data
0..5 pts
Question 3
Select the type of problem that lasso regression is best suited for.
Classification
Clustering
Experimental design
Prediction from time-series data
Correct! Variable selection and/or prediction from feature data
mailto:https://www.stuvia.com/user/DREAMS
, 0..5
Question 4
yt yt
yt
pts
Select the type of problem that logistic regression is best
yt yt yt yt yt yt yt yt yt
suited
yt
for.
Correct! Classification and/or prediction from feature
yt yt yt yt
data
Clustering
Experimental design yt
Prediction from time-series
yt yt
data
Variable selection
yt
0..5
yt yt
Question 5 yt
pts
Select the type of problem that k-means is best suited
yt yt yt yt yt yt yt yt yt
for.
Classification
Correct! Clustering
Experimental design yt
Prediction from featureyt yt
data
Prediction from time-series
yt yt
data
mailto:https://www.stuvia.com/user/DREAMS
, Variable selection
yt4
0..5
Question
yt4 yt4
pts
6
Select the type of problem that support vector machine
yt 4 yt4 yt4 yt 4 yt4 yt4 yt 4 yt4
is best
yt4 yt 4
suited for.
Correct! Classification and/or prediction from feature
yt4 yt 4 yt 4 yt4
data
Clustering
Experimental
design
Prediction from time-series
yt4 yt4
data
Variable selection
yt4
0..5
yt4 yt4
Question pts
7
Select the type of problem that GARCH is best
yt 4 yt 4 yt 4 yt 4 yt 4 yt 4 yt 4 yt 4
suited for.
Classification and/or prediction from feature
yt4 yt 4 yt 4 yt4
data
Clustering
Experimental
design
mailto:https://www.stuvia.com/user/DREAMS
