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The Parameters of Your Model Are Correlated. Now, What?
Sept. 21, 2022, 12:02 a.m. | Kevin Berlemont, PhD
Towards AI - Medium pub.towardsai.net
You just got yourself a nice set of data, for example, real estate prices with the characteristics of the homes. A question you could ask yourself is: How do I predict the price of a house based on its characteristics?
The first model that comes to mind would be a linear model taking the characteristics as inputs. Let’s say that we have access to the following characteristics:
- Square footage …
bayesian-statistics data data science machine learning modeling
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