chore: shuffle data on the generated HF splits #74
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Generated splits used the data in the input order, which caused skewed datasets, e.g. containing only one class because the last 15% of the train dataset only had samples from one class. Shuffling the data when generating the splits is enough to prevent this dependency from the input order in Hugging Face datasets.
frederik-encord
approved these changes
May 8, 2024
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Generated splits used the data in the input order, which caused skewed datasets, e.g. containing only one class because the last 15% of the train dataset only had samples from that class.
Shuffling the data when generating the splits is enough to prevent the dependency from the input order when managing Hugging Face datasets.