Examtopics

AWS Certified Machine Learning - Specialty
  • Topic 1 Question 95

    This graph shows the training and validation loss against the epochs for a neural network. The network being trained is as follows: ✑ Two dense layers, one output neuron ✑ 100 neurons in each layer ✑ 100 epochs Random initialization of weights Which technique can be used to improve model performance in terms of accuracy in the validation set?

    • Early stopping

    • Random initialization of weights with appropriate seed

    • Increasing the number of epochs

    • Adding another layer with the 100 neurons


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