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Knowledge nurturance

机译:知识养育

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摘要

PEOPLE LOVETO PONDERTHE NATURE VS. NURTURE QUESTION: HOW MUCH OF our personality is formed by our genetic inheritance, and how much by the environment in which we are raised? It turns out the nature vs. nurture paradigm offers a nice way to talk about some of the key issues that differentiate the many modeling approaches exploited in the decision-support world. With this framework I point out crucial differences between traditional statistics, Bayesian statistics, and data mining, and then focus on what makes data discovery modeling different from modeling for long-term forecasting.
机译:人们对自然的热爱VS.培育问题:我们的性格是由我们的遗传遗传形成的,而我们成长的环境又有多少?事实证明,自然vs.养育范式提供了一种讨论某些关键问题的好方法,这些关键问题区别了决策支持领域中采用的许多建模方法。通过这个框架,我指出了传统统计,贝叶斯统计和数据挖掘之间的关键区别,然后着重研究了使数据发现建模与长期预测建模不同的原因。

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