Amazon
MLS-C01 · Question #78
During mini-batch training of a neural network for a classification problem, a Data Scientist notices that training accuracy oscillates. What is the MOST likely cause of this issue?
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Modeling
Question
During mini-batch training of a neural network for a classification problem, a Data Scientist notices that training accuracy oscillates. What is the MOST likely cause of this issue?
Options
- AThe class distribution in the dataset is imbalanced.
- BDataset shuffling is disabled.
- CThe batch size is too big.
- DThe learning rate is very high.
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Topics
#Neural Networks#Hyperparameter Tuning#Learning Rate#Training Stability