
ML2 GPT2 Medium
Quiz
•
Mathematics
•
12th Grade
•
Practice Problem
•
Hard
jaime bustamante
Used 1+ times
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9 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary assumption of LDA?
a) Normal distribution of predictors
b) Identical covariance matrices
c) Presence of outliers
d) Linear separation
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of eigenvalues in PCA?
a) Determine class labels
b) Indicate the amount of variance captured by each principal component
c) Maximize between-class variance
d) Minimize within-class variance
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary function of Standard Deviation in descriptive statistics?
a) Average value
b) Spread of data
c) Mode
d) Median
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary limitation of PCA?
a) Cannot handle non-linear data
b) Sensitivity to outliers
c) Requires class labels
d) Ignores variance
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary purpose of Quadratic Discriminant Analysis (QDA)?
a) Minimize within-class variance
b) Assume identical covariance matrices
c) Adapt better to different covariance structures for each class
d) Ignore class labels
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In SVM, how does a large value of C affect the decision boundary?
a) Smaller margin
b) Larger margin
c) Decrease overfitting
d) No impact
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
When would you prefer to use Empirical Probability?
a) Always
b) When observations are not available
c) When known quantities and assumed distributions are available
d) Based on observations or experiments
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