Which of the following statements is true with respect to the learning factor of the gradient descent algorithm:

Question

Accepted Answer

The greater the learning factor, the faster convergence will occur.

Answer

The smaller the learning factor, the faster convergence will occur.

Answer

The greater the learning factor, the slower convergence will occur.

Answer

There is no link between the learning factor and the speed of convergence.

Question from the Machine Learning Algorithms test