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Even so, before I elaborate on generalization and overfitting, it is necessary to 1st have an understanding of supervised learning. It is just with supervised Studying that overfitting is a possible difficulty. Supervised Finding out in device learning is one method with the model to find out and realize info. You will find other sorts of Mastering, for instance unsupervised and reinforcement Understanding, but All those are matters for another time and another site put up.

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The figure demonstrates the a few ideas mentioned higher than. To the still left, the blue line signifies a model that may be underfitting. The model notes that there is some craze in the info, but It's not at all distinct plenty of to seize related info. It is actually unable to make accurate predictions 高中數學補習 for instruction or new information. In the center, the blue line represents a design that's balanced.

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