Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Meta-Learning in Decision Tree Induction

Meta-Learning in Decision Tree Induction

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319009599
Condition
New
Product Description

The book focuses on different variants of decision tree induction but also describes the meta-learning approach in general which is applicable to other types of machine learning algorithms. The book discusses different variants of decision tree induction and represents a useful source of information to readers wishing to review some of the techniques used in decision tree learning, as well as different ensemble methods that involve decision trees. It is shown that the knowledge of different components used within decision tree learning needs to be systematized to enable the system to generate and evaluate different variants of machine learning algorithms with the aim of identifying the top-most performers or potentially the best one. A unified view of decision tree learning enables to emulate different decision tree algorithms simply by setting certain parameters. As meta-learning requires running many different processes with the aim of obtaining performance results, a detailed description of the experimental methodology and evaluation framework is provided. Meta-learning is discussed in great detail in the second half of the book. The exposition starts by presenting a comprehensive review of many meta-learning approaches explored in the past described in literature, including for instance approaches that provide a ranking of algorithms. The approach described can be related to other work that exploits planning whose aim is to construct data mining workflows. The book stimulates interchange of ideas between different, albeit related, approaches.

Available Colors
Available Sizes
1 Offer Price Range: $129.00 - $129.00
BEST PRICE

Single Product Purchase

$129.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$129.00 $129.00

$129.00
See Site In stock Visit Store

Similar Products

Value-at-Risk-basiertes Risikomanagement in Banken

$74.99

Low-Power CMOS Design for Wireless Transceivers

$109.99

Creating Brain-Like Intelligence

$84.99

Non-equilibrium Statistical Physics with Application to Disordered Systems

$79.99

Einfhrung in die Programmiersprache FORTRAN IV

$69.99

Gabler | MLP Berufs- und Karriere-Planer IT und e-business 2009 | 2010

$19.99

The Statesman's Yearbook 2025

$599.99

Klinische Elektroenzephalographie

$179.00

Die Zukunft des deutschen Kabelfernsehnetzes

$74.99

Stability and Transition in Shear Flows

$189.00

Medical Virology 10

$39.99

The Human Teratomas

$84.99

Fully-Integrated Power Management Circuits for Thermoelectric Energy Harvesting

$54.99

Theorizing Society in a Global Context

$54.99

The Bacteriophages

$84.99

Pedagogies for Internationalising Research Education

$109.99

Information Search, Integration, and Personalization

$39.99

Trust Matters

$54.99

Nanoparticles in Angiogenesis and Cancer

$109.99

Perezhivanie, Emotions and Subjectivity

$199.99

British Labouring-Class Nature Poetry, 1730-1837

$39.99

Titanic

$6.71

Discrete Mathematics and Theoretical Computer Science

$39.99

Complex Analysis on Infinite Dimensional Spaces

$39.99

Women in Journalism at the Fin de Sicle

$54.99

Mathematical Modelling and Computers in Endocrinology

$84.99

Computing in Horn Clause Theories

$39.99

The Dynamics of the Price Structure and the Business Cycle

$54.99

Umweltorientierte Leistungsbeurteilung

$49.99

Information Optics and Photonics

$109.99

Wissensmarketing

$69.99

George White and the Victorian Army in India and Africa

$109.99

Nachhaltigkeit in der Sozialwirtschaft

$74.99

Unternehmensorganisation mit Kommunikationssystemen

$69.99

Kernphysik

$54.99

''Magical Storybook'' Gallery Wrapped Canvas by Tim Rogerson Limited Edition Official shopDisney

$149.99

Creating Community Cohesion

$54.99

Vygotskys Psychology-Philosophy

$109.99

Trusts in Deutschland

$39.99

Doing Fieldwork

$109.99