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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Collinearity in Regression Model

#artificialintelligenceAug-25-2021, 14:30:15 GMT

To make it more clear why collinearity is such a problem, let's take a look at a use case. For the use case, I am going to use the car dataset that you can download easily on Kaggle. Let's imagine we want to predict the price of a car, or price variable in the dataset. To predict it, we will use certain independent variables such as the car's city MPG, highway MPG, horsepower, engine size, stroke, width, peak RPM, and compression ratio. Next, we build a regression model based on these independent variables.

city mpg, highway mpg, regression model, (3 more...)

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Genre: Research Report (0.68)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.67)

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