Machine Learning, Neural and Statistical Classification
โ Scribed by D. Michie, D. J. Spiegelhalter, C. C. Taylor
- Book ID
- 127424596
- Publisher
- Prentice Hall
- Year
- 1994
- Tongue
- English
- Weight
- 2 MB
- Series
- Ellis Horwood Series in Artificial Intelligence
- Category
- Library
- ISBN
- 013106360X
No coin nor oath required. For personal study only.
โฆ Synopsis
The aim of this book is to provide an up-to-date review of different approaches to classification, compare their performance on a wide range of challenging data-sets, and draw conclusions on their applicability to realistic industrial problems. Before describing the contents, we first need to define what we mean by classification, give some background to the different perspectives on the task, and introduce the European Community StatLog project whose results form the basis for this book.
๐ SIMILAR VOLUMES
1.introduction -- 1.1.how Engineers And Scientists Study Damage -- 1.2.motivation For Developing Shm Technology -- 1.3.definition Of Damage -- 1.4.a Statistical Pattern Recognition Paradigm For Shm -- 1.4.1.operational Evaluation -- 1.4.2.data Acquisition -- 1.4.3.data Normalisation -- 1.4.4.data Cl