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Changes based on Meghana's comments/questions - #2
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…ear the call to sample()
…ecause the classes are almost perfectly balanced. Plus it's easier as AUC is really a binary measure for each class. (In other words, we'd have to calculate AUC for each class then average. Accuracy is simpler.)
… training process
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Added some changes. This brings the markdown file (blog_post.Rmd) in line with what we have in the google doc. The markdown file has the latex math equations (bracketed by "$" symbols). There is a companion HTML file: blog_post.html. This file has the math already converted to something that an HTML editor could understand (along with hyperlinks, lists, and other formatting). IMHO, the easiest way to get this to Wordpress would be to plop the HTML in your editor and then take it from there. (I assume that Wordpress lets you edit in HTML as well as in a built-in editor.) |
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A couple more fixes |
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Made some changes based on Meghana's comments/questions. In some cases, I clarified by adding comments. In others, I modified the code in a way that I hope makes it more understandable. In the latter cases, I provided some explanation in the git commit comments. I hope that helps.