What is the best way to decide how many epochs of training to perform? It is always obvious looking at the decision boundary when the model begins to overfit. None of the others. As soon as the value of the Testing dataset performance begins to decrease. the valuIe of the Tuning datacot no hoginc

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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What is the best way to decide how many epochs of training to
perform?
It is always obvious looking at the decision boundary when the
model begins to overfit.
None of the others.
As soon as the value of the Testing dataset performance begins
to decrease.
As soon as the value of the Tuning dataset performance begins
to decrease.
As soon as the value of the Training dataset performance
(accuracy, F1.) begins to decrease.
As soon as the value of the Testing dataset loss begins to
increase.
As soon as the value of the Tuning dataset loss begins to
increase.
As soon as the value of the Training dataset loss begins to
increase.
Transcribed Image Text:What is the best way to decide how many epochs of training to perform? It is always obvious looking at the decision boundary when the model begins to overfit. None of the others. As soon as the value of the Testing dataset performance begins to decrease. As soon as the value of the Tuning dataset performance begins to decrease. As soon as the value of the Training dataset performance (accuracy, F1.) begins to decrease. As soon as the value of the Testing dataset loss begins to increase. As soon as the value of the Tuning dataset loss begins to increase. As soon as the value of the Training dataset loss begins to increase.
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