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Sample selection and inductive generalization

机译:样本选择和归纳概括

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In two experiments with adults (N = 126), we examined the influence of sampling procedure on inductivegeneralization. In predicate sampling, participants learned the category identity of individuals known to pos-sess some property. In subject sampling, individuals selected for category identity were discovered to possessa novel property. In both experiments, sampling procedure influenced induction. Predicate sampling resultedin very narrow generalization, whereas subject sampling yielded a fairly high and constant rate of projection.Differences in confidence of generalizations were also observed. Conditions in which evidence was describedas randomly sampled from a collection of animals yielded a consistent decrease in projections as predicted bysimilarity-based models. The results are presented as support for an evidence-based view of induction.
机译:在两个成年人的实验中(N = 126),我们检查了采样程序对归纳概括的影响。在谓词抽样中,参与者了解到拥有某些财产的个体的类别标识。在主题抽样中,发现被选为类别标识的个体具有新颖的属性。在两个实验中,采样程序都会影响归纳。谓词采样导致非常狭窄的泛化,而主题采样产生了相当高且恒定的投影率。还观察到了对泛化的置信度差异。正如从基于相似性的模型所预测的那样,从一组动物中随机抽取的证据被描述的条件导致预测值的一致下降。提出的结果为基于证据的归纳观点提供了支持。

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