An easy-to-follow introduction to support vector machines. This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover:

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Knowledge discovery environments
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Describing data mathematically
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Linear decision surfaces and functions
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Perceptron learning
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Maximum margin classifiers
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Support vector machines
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Elements of statistical learning theory
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Multi-class classification
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Regression with support vector machines
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Novelty detection

Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.
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When it comes to their personal transportation, today's youth have shunned the large, heavy performance cars of their parents' generation and instead embrace what has become known as the "sport compact"-- smaller, lightweight, modern sports cars of predominantly Japanese manufacture. These cars respond well to performance modifications due to their light weight and technology-laden, high-revving engines. And by far, the most sought-after and modified cars are the Hondas and Acuras of the mid-'80s to present. This book covers in detail all the most popular performance swaps for Honda Civic, Accord, and Prelude as well as the Acura Integra. It includes vital information on electrics, fit and drive train compatibility, design considerations, step-by-step instruction, and costs. This book is must-have for the Honda enthusiast.

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Numerous excellent, and some not so excellent, books have been written about the Me 262 and its effect on the outcome of World War Two. It is interesting to compare the various works, and to note that very few of them agree on any given detail. First flight dates, pilots names, and locations are often different in each book, not necessarily by days, but occasionally by months! I have attempted to sort out the confusion by checking data against what few official records still exist, but it is totally possible some data is incorrect. Contrary to most popular opinion, even fifty years later, I believe the consensus of researchers is that the airplane, and the decisions concerning it, did not have a material impact upon the outcome of the war. Less than 200 Me 262s were in operational service at any one time, despite the almost heroic efforts of Messerschmitt to manufacture over 1,400 of them within 18 months.

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Em đang thắc mắc về nguyên lý hoạt động cua hộp số tự động của Merc loại hộp số dài ý các bác ah!
em thấy cấu tao nó chỉ gồm có 2 khối tròn xoe, 2 cặp bánh răng hành tinh đôi mà sao em lai nghe nói có tới 5 cấp!
pó tay!
cấp cứu! cấp cứu!
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