Analysis should produce summary and visualization as file

[albalu]

I like to look at some (preferably csv) file at the end that summarizes the results. It could be even excel file with different sheets such as featurize profile/summary, preprocess profile/summary and machine learning profile/summary. Then I will know for example at the end 100 cross-correlated features were removed in preprocess and such as such algorithms were tried and these are their scores and these features turn out to be the most important.

• Note that all of this info is already available via logger but it looks messy so we need a to_file method or something organizing this results. I prefer csv since it is friendlier than JSON in my opinion.

[ardunn]

@albalu which class would this go in? Analysis?

[albalu]

hard to tell because maybe someone won't call analysis but still interested in tpot results, we can define a to_file method for each class.

[ardunn]

@albalu Might be nice if it output HTML, since HTML could present graphs and analytics in a nicely put together page (also we could leverage PlotlyFig to do this).