May 2020
Intermediate to advanced
530 pages
17h 8m
English
Content preview from Hands-On Machine Learning with C++
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Density-based clustering algorithms
In density-based methods, clusters are considered as regions where the multiple objects' density is high, which are separated by regions with a low density of objects.
The DBSCAN (Density-Based Spatial Clustering of Applications with Noise) algorithm is one of the first density clustering algorithms. The basis of this algorithm is several statements, detailed as follows:
- The
of an object is a neighborhood of the 
radius of an object. - The root object is an object whose contains a minimum non-zero number of ...
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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.