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Podcast: Data Skeptic
Episode:

[MINI] R-squared

Category: Religion & Spirituality
Duration: 00:13:20
Publish Date: 2016-03-04 10:00:00
Description:

How well does your model explain your data? R-squared is a useful statistic for answering this question. In this episode we explore how it applies to the problem of valuing a house. Aspects like the number of bedrooms go a long way in explaining why different houses have different prices. There's some amount of variance that can be explained by a model, and some amount that cannot be directly measured. R-squared is the ratio of the explained variance to the total variance. It's not a measure of accuracy, it's a measure of the power of one's model.

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