几种偏差

2022-02-12  本文已影响0人  来到了没有知识的荒原

推荐系统中的:

position bias:

推荐系统中,item在靠前的,更有几率被点击

selection bias:

(wiki: ) Selection bias is the bias introduced by the selection of individuals, groups, or data for analysis in such a way that proper randomization is not achieved, thereby failing to ensure that the sample obtained is representative of the population intended to be analyzed.

例子:统计地铁上人的购票率

popularity bias:马太效应

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