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junetwentyfirst2020 t1_j3dhxqt wrote

Reply to comment by TensorDudee in [Discussion] Is there any alternative of deep learning ? by sidney_lumet

That’s a pretty big hope that all data can be modeled linearly

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Yo_Soy_Jalapeno t1_j3fdme4 wrote

Your data doesn't need to be linear to use a linear regression. The linearity is in the parameters. Ex: Y = Bo + B1X + B2X**2 Is a linear regression You can do non linear transformations to the X

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junetwentyfirst2020 t1_j3ftprc wrote

Can you link to an example online or from a book? I need to understand this!!!

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jpopsong t1_j3gilzi wrote

https://youtu.be/Hwj_9wMXDVo will explain why linear regression can map non-linear functions. Just have some features squared or cubed, etc. That allows linear regression to map the most complicated non-linear functions possible.

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junetwentyfirst2020 t1_j3hlmnb wrote

Thank you!!!

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