October 2017
Beginner to intermediate
572 pages
26h 1m
English
book
Machine Learning with R Cookbook - Second Edition
by AshishSingh Bhatia, Yu-Wei, Chiu (David Chiu)
Content preview from Machine Learning with R Cookbook - Second Edition
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How it works...
In this recipe, we use a dissimilarity plot to visualize the dissimilarity matrix. We first install and load the seriation package, and then apply the dissplot function on the k-means clustering output, generating the preceding figure (step 2).
It shows that clusters similar to each other are plotted darker, and dissimilar combinations are plotted lighter. Therefore, we can see clusters against their corresponding clusters (such as cluster 4 to cluster 4) are plotted diagonally and darker. On the other hand, clusters dissimilar to each other are plotted lighter and away from the diagonal.
Likewise, we can apply the dissplot function on the output of hierarchical clustering. The generated plot in the figure (step 3) shows the ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.