Incremental Version-Space Merging: A General Framework for Concept Learning

Name: Incremental Version-Space Merging: A General Framework for Concept Learning
Brand: Springer, Berlin
SKU: 9780792391197
Price: 38234 HUF
Availability: InStock

Szerző: Haym Hirsh

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten

Küldés 10-13 napon belül

38 234 Ft

One of the most enjoyable experiences in science is hearing a simple but novel idea which instantly...

Információk a könyvről

Szerző

Haym Hirsh

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

1990

oldal

116

EAN

9780792391197

ISBN

0792391195

Enbook ID

01398040

Kiadó

Springer, Berlin

Súly

372

Méretek

156 x 234 x 9

Teljes leírás

One of the most enjoyable experiences in science is hearing a simple but novel idea which instantly rings true, and whose consequences then begin to unfold in unforeseen directions. For me, this book presents such an idea and several of its ramifications. This book is concerned with machine learning. It focuses on a ques tion that is central to understanding how computers might learn: "how can a computer acquire the definition of some general concept by abstracting from specific training instances of the concept?" Although this question of how to automatically generalize from examples has been considered by many researchers over several decades, it remains only partly answered. The approach developed in this book, based on Haym Hirsh's Ph.D. dis sertation, leads to an algorithm which efficiently and exhaustively searches a space of hypotheses (possible generalizations of the data) to find all maxi mally consistent hypotheses, even in the presence of certain types of incon sistencies in the data. More generally, it provides a framework for integrat ing different types of constraints (e.g., training examples, prior knowledge) which allow the learner to reduce the set of hypotheses under consideration.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Incremental Version-Space Merging: A General Framework for Concept Learning

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták