The smallest value for the learning rate such that the updated network will result in zero misclassified points using only one iteration is known to be 0.
Can one have learning rate to be 0?
The learning rate is known to be one that has a configurable hyperparameter and it is said to be often used in the training of neural networks which are known to have a small positive value and it is one that often range from 0.0 and 1.0.
Hence, The smallest value for the learning rate such that the updated network will result in zero misclassified points using only one iteration is known to be 0.
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