As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, ...
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As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.
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New in new dust jacket. International Edition, Paperback, Brand New, ISBN and Cover image may differ but contents similar to U.S. Edition, Printed in Black & White. End Chapter Exercises may differ. No CD/Access code. Legal to use despite any disclaimer, We ship to PO, APO and FPO adresses in U.S.A. Choose Expedited Shipping for FASTER DELIVERY. Customer Satisfaction Guaranteed.
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New. Trade paperback (US). Contains: Line drawings, color, Tables, black & white, Unspecified. 120 colour illus. 15 tables. Intended for professional and scholarly audience. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
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New in new dust jacket. Brand New, We ship to PO, APO and FPO adresses in U.S.A. Choose Expedited Shipping for FASTER DELIVERY. Customer Satisfaction Guaranteed.
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New. Trade paperback (US). Contains: Line drawings, color, Tables, black & white, Unspecified. 120 colour illus. 15 tables. Intended for professional and scholarly audience.
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New. Trade paperback (US). Contains: Line drawings, color, Tables, black & white, Unspecified. 120 colour illus. 15 tables. Intended for professional and scholarly audience. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
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New. Trade paperback (US). 409 p. Worked examples or Exercises; 15 Tables, black and white; 120 Line drawings, color. Intended for college/higher education audience. Intended for professional and scholarly audience.