Great work! I love how well presented all of the information is.
I'd be really interested to see how well a baseline linear model using those features would perform - it seems like it could do pretty well.
I'd be really interested to see how well a baseline linear model using those features would perform - it seems like it could do pretty well.
There was a paper last year or so that compared correctly tuned linear models to various deep belief net papers and found that the performance "gains" suddenly evaporated or were not nearly as great as originally published.
If I can track down that paper, I'll post it.