Tag: regression

Switching from Linear to Polynomial Regression

In the field of Machine Learning, Regression is a common term used to define the prediction values of Continuous Dependant Variable. Depending upon distribution of data, we can determine whether to use linear regression or non-linear regression. Linear regression is used when the relationship between dependant and independent variableĀ is linear. When it comes to non-linear…
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March 13, 2019 0

What are the limitations of deep learning?

There are a few on the top of my head: 1- Deep Learning usually requires more data to achieve higher accuracy than other ML models 2- It is very difficult to interpret the behavior of every layer once the network becomes a little deep. For example: in regression you can explain the effect of x1,…
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January 20, 2019 0