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

Proactive Data Mining with Decision Trees

Proactive Data Mining with Decision Trees

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781493905386
Condition
New
Product Description

This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal changes in the value of the target attribute. In particular, the authors suggest a specific implementation of the domain-driven proactive approach for classification trees. The book centers on the core idea of moving observations from one branch of the tree to another. It introduces a novel splitting criterion for decision trees, termed maximal-utility, which maximizes the potential for enhancing profitability in the output tree. Two real-world case studies, one of a leading wireless operator and the other of a major security company, are also included and demonstrate how applying the proactive approach to classification tasks can solve business problems. Proactive Data Mining with Decision Trees is intended for researchers, practitioners and advanced-level students.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ 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
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

D.H. Lawrence

$19.99

Introduction to Optimization

$39.99

Static Analysis

$54.99

Text Mining Approaches for Biomedical Data

$179.99

Gewhnliche Differentialgleichungen

$29.99

Advances in Probiotics for Sustainable Food and Medicine

$219.99

Food Waste at Consumer Level

$54.99

Evolution and Control in Biological Systems

$109.99

Reforming the World's Money

$74.99

Einfhrung in die Physik und Technik der Halbleiter

$69.99

Asymptotic and Numerical Methods for Partial Differential Equations with Critical Parameters

$169.00

Die konomische Bewertung von Umweltprojekten

$59.99

Computational Mathematical Programming

$84.99

Maschinelle Spracherkennung zur Verbesserung der Mensch-Maschine-Schnittstelle

$69.99

Language Change and Generative Grammar

$59.99

A Course in Stochastic Processes

$219.99

Gender Politics in Transition

$99.99

Proceedings of the 5th International Conference on Geotechnics for Sustainable Infrastructure Develo

$499.99

The Era of Private Peacemakers

$69.99

Language and Learning in the Cooperative Classroom

$54.99

Making Markets in Australian Agriculture

$109.99

Issues and Innovations in Prison Health Research

$109.99

Introduction to Riemannian Manifolds

$69.99

Objektorientierte Systemgestaltung

$59.99

Photochemistry

$159.99

Grundkurs Theoretische Physik 7 Viel-Teilchen-Theorie

$54.99

Guided Science Readers: Seasons-Level D: Hooray For Summer!

$3.71

Targeting the Wnt Pathway in Cancer

$129.00

Aspects of Semidefinite Programming

$129.00

Growth and International Trade

$49.99

Foreign Policy in Global Information Space

$39.99

ISUW 2020

$169.99

Prototyping-Oriented Software Development

$39.99

Contemporary Challenges and Solutions in Applied Artificial Intelligence

$129.00

Biochemistry

$109.99

When Allies Differ

$109.99

Computing with Words in Information/Intelligent Systems 1

$169.99

Recent Trends in German and European Constitutional Law

$54.99

Betriebliches Rechnungswesen

$49.99

Reliable Software Technologies Ada-Europe 2018

$39.99