
Statistical pattern recognition
by A. R. Webb · first published 2011
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2013–2020first – last mentioned
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" Statistical Pattern Recognition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences. The book describes techniques for analysing data comprising measurements made on individuals or objects.. The techniques are used to make a prediction such as disease of a patient, the type of object illuminated by a radar, economic forecast. Emphasis is placed on techniques for classification, a term used for predicting the class or group an object belo
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Get Webb's book: http://www.amazon.com/Statistical-Pattern-Recognition-Andrew... Play with tools like GGobi. Be aware that most stuff in industry is waaaaay simpler than what comes out of academia. A simple linear classifier, if it works, beats a support vector machine…
on “Ask HN: Any practical advice/tips for a new Machine Learning guy?” ↗Another hidden gem is Webb‘s Statistical Pattern Recognition https://www.wiley.com/en-us/Statistical+Pattern+Recognition%...
on “The Elements of Statistical Learning [pdf]” ↗