Polynomial Regression (PolynomialFeatures)

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The general meaning is: some more complex models will have large errors if linear fitting is used, and then polynomial linear fitting is required (such as the square of x, the cube of x, etc.).As the dimension increases, the fit will become better, but it should be noted that it may lead to overfitting.