What statement about the Gradient Descent algorithm to optimize the loss function in the logistic regression model is True?

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
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Gradient Descent algorithm 

What statement about the Gradient Descent algorithm to optimize the loss function in
the logistic regression model is True?
Increasing the number of iterations solely will be sure to increase the accuracy on the test
data.
None of the other statements is True.
Increasing the number of iterations solely will be sure to increase the accuracy on the training
data.
Increasing the learning rate solely will be sure to decrease the accuracy on the training data.
Increasing the learning rate solely will be sure to decrease the accuracy on the test data.
Transcribed Image Text:What statement about the Gradient Descent algorithm to optimize the loss function in the logistic regression model is True? Increasing the number of iterations solely will be sure to increase the accuracy on the test data. None of the other statements is True. Increasing the number of iterations solely will be sure to increase the accuracy on the training data. Increasing the learning rate solely will be sure to decrease the accuracy on the training data. Increasing the learning rate solely will be sure to decrease the accuracy on the test data.
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