Download Machine Learning T...

Format: Print Length

Language: English

Pages: 409

Publisher: Cambridge University Press; 1 edition (September 20, 2012)

ISBN: B00P82T41Q

Format: PDF / Kindle / ePub

Size: 6.2 MB

Downloadable formats: PDF

As some of the most complete laptop studying texts round, this ebook does justice to the field's really good richness, yet with no wasting sight of the unifying ideas. Peter Flach's transparent, example-based method starts off via discussing how a unsolicited mail clear out works, which supplies a right away creation to desktop studying in motion, with at least technical fuss. Flach offers case stories of accelerating complexity and diversity with well-chosen examples and illustrations all through. He covers quite a lot of logical, geometric and statistical versions and cutting-edge subject matters reminiscent of matrix factorisation and ROC research. specific recognition is paid to the principal function performed through gains. using confirmed terminology is balanced with the advent of recent and worthy suggestions, and summaries of suitable historical past fabric are supplied with guidelines for revision if worthwhile. those beneficial properties determine desktop studying will set a brand new normal as an introductory textbook.

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