Randomization
Randomization is a technique used in data science and artificial intelligence to assign subjects or treatments to groups in a random manner. This is done to reduce the potential for bias and to ensure that the groups being compared are similar in all aspects except for the treatment being studied. Randomization can be used in various stages of a study, including the selection of samples, assignment of treatments, and allocation of resources. It is a critical component of experimental design and is used to increase the validity and reliability of the study results. Randomization can be achieved through various methods, including simple randomization, stratified randomization, and block randomization.
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