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The Idea of minimax sampling is not long ago formulated for a typical class of classification principles, called class-wise intelligent classifiers. In such a case, the sampling ratio of courses is selected so which the worst situation classifier mistake above the many probable populace statistics for class prior probabilities, could well be the best.[seven] Accidental sampling[edit]
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Descriptive statistics get employed for characterizing or summarizing the Homes of your samples or the collection of information including the more info here standard deviation, suggest, or frequency of the variables.
It is not required to evaluate all of them to ascertain the topics that are reviewed throughout the day, neither is it needed to examine many of the tweets to ascertain the sentiment on Each individual in the subjects. A theoretical formulation for sampling Twitter facts has become made.[15]
These info can be used to improve accuracy in sample style. One particular alternative is to use the auxiliary variable like a foundation for stratification, as discussed higher than.
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