This Graph Shows the Training and Validation Loss Against the Epochs

question 47

Multiple Choice

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?

• A) Early stopping
• B) Random initialization of weights with appropriate seed
• C) Increasing the number of epochs
• D) Adding another layer with the 100 neurons

---

Definitions:

Federal Government

The national government of a federal country, which holds the authority to govern aspects that concern the country as a whole, separate from state or local governments.

State Governments

The governments of individual states within a federal system, responsible for local governance according to state laws.

Second Amendment

The Second Amendment to the U.S. Constitution protects the right of the people to keep and bear arms.

Right To Bear Arms

The constitutional right, as stated in the Second Amendment to the U.S. Constitution, allowing citizens to own and carry weapons.