Classification and CNN Quiz

Quiz
•
Computers
•
University
•
Hard
Rakesh MD
Used 8+ times
FREE Resource
20 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which metric is also known as sensitivity?
Precision
Recall
F1 Score
Accuracy
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does the F1 Score measure?
The ratio of true positives to the sum of true positives and false positives.
The harmonic mean of Precision and Recall.
The proportion of true results among the total number of cases examined.
The ratio of true positives to all observations in the actual class.
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is Accuracy in the context of classification?
The ratio of true positives to the sum of true positives and false positives.
The proportion of true results among the total number of cases examined.
The ratio of correctly predicted observations to the total observations.
The harmonic mean of Precision and Recall.
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does Precision measure in the context of classification models?
The ratio of correctly predicted positive observations to the total predicted positives.
The ratio of correctly predicted positive observations to all observations in the actual class.
The proportion of true results among the total number of cases examined.
The harmonic mean of Precision and Recall.
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does Recall measure in the context of classification models?
The ratio of correctly predicted positive observations to the total predicted positives.
The ratio of correctly predicted positive observations to all observations in the actual class.
The proportion of true results among the total number of cases examined.
The harmonic mean of Precision and Recall.
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of padding in Convolutional layers?
To reduce the spatial dimensions of feature maps.
To introduce non-linearity.
To apply filters to input data.
To preserve spatial dimensions after convolution.
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which parameter is not associated with Convolutional layers?
Filter size (kernel size)
Stride
Padding
Learning rate
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