AdaBoost and Bayes

I’m continuing the reading of the book “Boosting”, on the method of machine learning that boosts the quality of the underlying algorithm by combining multiple differently trained copies of it. I re-formulated¬†AdaBoost in a form that is more understandable to me, more like a program and less like a mathematical formula, and it had turned…

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AdaBoost in simpler formulas

I’m reading a book about the “boosting”: the machine learning idea that a better algorithm can be built by combining multiple instances of a simple algorithm, each instance trained on the same set of training data but with different weights assigned to each case. The very basic concept itself goes along the same way as…

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Bayesian machine learning

I recently wrote a series of posts in my other blog on the Bayes expert system. Some time ago I wrote an expert system, and I’ve been surprised by how little of the information is available on the Internet and how much of it is misleading, so I wanted to make a write-up of my…

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