December 2018
Intermediate to advanced
318 pages
8h 28m
English
Content preview from Hands-On Machine Learning for Cybersecurity
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Bayesian model combination
Bayesian model combination (BMC) is a modification to the Bayesian model averaging (BMA) model. BMC ensembles from the space of possible models. BMC provides us with great results. The performance is far better than the bagging and BMA algorithm. BMC uses cross validation methods to approximate results from the model, thus helping us select better ensembles from a collection of ensembles.
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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.