
Loss Functions

Quiz
•
Mathematics, Computers, Other
•
Professional Development
•
Easy
+1
Standards-aligned
Mariam Metawe3
Used 4+ times
FREE Resource
5 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
All these loss functions are used in regression EXCEPT:
Mean square error
Absolute error loss
Huber loss
Binary cross entropy
Tags
CCSS.6.SP.A.2
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
One of the disadvantages of Mean square error loss function that it is not robust to outliers
True
False
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
gradient calculation of MAE loss function is more difficult than MSE
True
False
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Combine both MSE and MAE in its calculation
Cross Entropy loss function
Adam optimizer
SGD with momentum optimizer
Huber loss function
Tags
CCSS.6.SP.B.5C
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
sparse categorical cross entropy takes the actual outputs as
Integers
One Hot encoding
Tags
CCSS.HSS.MD.B.6
CCSS.HSS.MD.B.7
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