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Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, by Sebastian Raschka

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One way to account for the violation of linearity assumption is to use a polynomial regression model by adding polynomial terms:
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Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow
by Sebastian Raschka
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