Medium
The learning rate is the variable which determines the gradient descent algorithm steps’ size. It is used when studying the cost function. How is this value chosen? What are the risks?
- 2 answers are expected
Edit
1
Community EvaluationsNo one has reviewed this question yet, be the first!
Similar QuestionsMore questions about Deep learning
12
What is the relation between Artificial intelligence (AI), machine learning and deep learning?8
What is the missing word in the following sentence: Overfitting is the production of a model that corresponds too closely to the training data set and may therefore fail to fit other data sets and so fail to perform any reliable forecast.5
Given a neural network with 4 inputs, how many connections could exist between the input layer and the first hidden layer?1
Which neural network type is the best for image processing?1
In deep learning, the validation set is used to provide frequent and unbiased evaluations of the model’s fit on the training set while tuning its hyperparameters/parameters: in other words,the model is found and then tested on the validation set before to be improved once again.