Someone is training a machine learning system to perform classification of unstructured content. What is the purpose of a validation data set on the training process?
A.
Validation data sets are used to fine tune the accuracy of the training model
B.
Validation data sets are only used if test data is unavailable
C.
Validation data sets are exactly the same as test data sets and are used to test the limits of the machine learning model
D.
Validation data sets would never be used in a classification system as only training and test data are required
A. Validation data sets are used to fine tune the accuracy of the training model
upvoted 3 times
...
Log in to ExamTopics
Sign in:
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.
Upvoting a comment with a selected answer will also increase the vote count towards that answer by one.
So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.
CERTIFICATION1990
4 years, 12 months ago