Amazon
MLA-C01 · Question #91
An ML engineer notices class imbalance in an image classification training job. What should the ML engineer do to resolve this issue?
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Data Preparation for Machine Learning
Question
An ML engineer notices class imbalance in an image classification training job. What should the ML engineer do to resolve this issue?
Options
- AReduce the size of the dataset.
- BTransform some of the images in the dataset.
- CApply random oversampling on the dataset.
- DApply random data splitting on the dataset.
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Topics
#Class Imbalance#Oversampling#Data Balancing#Image Classification