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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

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How to extrapolate partial curve based on other complete curves?

Here is how I solved this problem. I performed an equation search on the three sets of known data in your post to find a single, simple approximating equation that individually gave a good fit to each …
James Phillips's user avatar
1 vote

How should I go about doing regression with a series of exponents involved?

Here is example code that I think should what you describe, using the equation "Z = (a1 * X1^n1) + (a2 * X2^n2)". This code uses the "brick wall" technique to keep the parameters n1 and n2 within boun …
James Phillips's user avatar
1 vote

Get lower bounds and upper bounds of a curve

I tried fitting your data to the equation in the link, as well as several other sine functions, with what I consider to be poor results. Upon investigation, it appears that the data has more than one …
James Phillips's user avatar
0 votes

Dealing with outlier data causing a non-linearity for logistic regression model

This is my comparison of a third order polynomial and a different equation from an equation search, placed here as I cannot display images in the comments. The third order polynomial does not visually …
James Phillips's user avatar