Yayınevi: MIT Press
Yayın tarihi: 02/2014
Yazar : Yoav Freund
İngilizce | 544 Sayfa | 17,78x22,86x2,39 cm.
Boosting is an approach to machine learning based on the idea of creating a highly accurate predictor by combining many weak and inaccurate "rules of thumb." A remarkably rich theory has evolved around boosting, with connections to a range of topics, including statistics, game theory, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. At various times in its history, boosting has been perceived as mysterious, controversial, even paradoxical.
This book, written by the inventors of the method, brings together, organizes, simplifies, and substantially extends two decades of research on boosting, presenting both theory and applications in a way that is accessible to readers from diverse backgrounds while also providing an authoritative reference for advanced researchers. With its introductory treatment of all material and its inclusion of exercises in every chapter, the book is appropriate for course use as well. The book begins with a general introduction to machine learning algorithms and their analysis; then explores the core theory of boosting, especially its ability to generalize; examines some of the myriad other theoretical viewpoints that help to explain and understand boosting; provides practical extensions of boosting for more complex learning problems; and finally presents a number of advanced theoretical topics. Numerous applications and practical illustrations are offered throughout.
Site Fiyatı: 86,40 TL
Photoshop CC 3D
Site Fiyatı: 50,40 TL
Mobil Programlama Uzmanlık Seti 3 : 6 Kitap Takım
Site Fiyatı: 215,20 TL
Mobil Programlama Uzmanlık Seti 2 : 5 Kitap Takım
Site Fiyatı: 165,60 TL
Mobil Programlama Uzmanlık Seti : 4 Kitap Takım
Site Fiyatı: 132,00 TL
Kotlin ile Android Programlama
Site Fiyatı: 45,00 TL
Site Fiyatı: 27,00 TL
R Programlama İle Fraktal Analiz
Namık Kemal Erdoğan
Site Fiyatı: 22,20 TL
Bilgisayar Programlarının Fikri Mülkiyet Hukuku Çerçevesinde Korunması
Site Fiyatı: 24,30 TL
Visual Basic ile Catia V5 Otomasyonu : Oku İzle Dinle Öğren
Site Fiyatı: 44,40 TL
C++ ile Projeler : İnteraktif Eğitim Seti Hediye!
Site Fiyatı: 28,00 TL
Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Bui
Site Fiyatı: 345,49 TL
Nesne Temelli Programlama : Mantığı ve Veri Tabanı
Site Fiyatı: 16,94 TL
Blockchain : A'dan Z'ye
Site Fiyatı: 26,40 TL