Loss Functions

Loss Functions

Professional Development

5 Qs

quiz-placeholder

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Loss Functions

Loss Functions

Assessment

Quiz

Mathematics, Computers, Other

Professional Development

Easy

CCSS
6.SP.A.2, 6.SP.B.5C, HSS.MD.B.6

+1

Standards-aligned

Created by

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