Machine Learning Engineering
Randomization is a process used in experiments to assign participants or subjects to different groups by chance, rather than by choice, ensuring that each participant has an equal opportunity of being placed in any group. This technique helps eliminate selection bias and allows for a more accurate assessment of the effect of interventions or treatments. Randomization is crucial for obtaining reliable and valid results, as it leads to groups that are statistically similar, making it easier to attribute any observed differences to the treatment itself.
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