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MLS-C01 · Question #105
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 ep
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Modeling
Question
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?
Exhibit
Options
- AEarly stopping
- BRandom initialization of weights with appropriate seed
- CIncreasing the number of epochs
- DAdding another layer with the 100 neurons
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Topics
#Early Stopping#Overfitting#Neural Networks#Model Optimization