Zobacz książki o podobnej tematyce

Więcej informacji o Machine Learning

• Dane szczegółowe
• Opis
• Ulubione w innej kategorii

Za ten zakup dostaniesz 384 punkty

Opis

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.

Szczegóły książki

Kategoria Książki po angielsku Computing & information technology Computer science Artificial intelligence

• Pełny tytuł: Machine Learning
• Autor: Peter (University of Bristol) Flach
• Język: Angielski
• Oprawa: Twarda
• Liczba stron: 410
• EAN: 9781107096394
• ISBN: 1107096391
• ID: 01261731
• Wydawca: Cambridge University Press
• Waga: 1040 g
• Wymiary: 254 × 193 × 23 mm
• Data wydania: 20. September 2012

Ulubione w innej kategorii

---

---

---