Decision Tree Learning : Data Mining A Knowledge Discovery Approach

Alternative Learning System for the Aeta Community: Equalizing Education to Cultural Minority Groups in Lopez, Quezon, Philippines
help but be challenged different adjustments met so as our Aeta clienteles.   We find teaching and learning with them demanding yet very stimulating because of some reasons:   · Some unsanitary practices of some of the Aeta clienteles are
Data Mining A Knowledge Discovery Approach
Binding: Hardcover
Rating: 4.5
Review: 36
Studio: Springer
This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribe the sequence in which data mining projects should be performed. Data Mining offers an authoritative treatment of all development phases from problem and data understanding through data preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes this book from other texts in the area. It concentrates on data preparation, clustering and association rule learning (required for processing unsupervised data), decision trees, rule induction algorithms, neural networks, and many other data mining methods, focusing predominantly on those which have proven successful in data mining projects. Based upon the authors previous successful book on data mining and knowledge discovery, this new volume has been extensively expanded, making it an effective instructional tool for advanced-level undergraduate and graduate courses. This book offers: A suite of exercises at the end of every chapter, designed to enhance the readers understanding of the theory and proficiency with the tools presented Links to all-inclusive instructional presentations for each chapter to ensure easy use in classroom teaching Extensive appendices covering relevant mathematical material for convenient look-up Methods for addressing issues related to data privacy and security within the context of data mining, enabling the reader to balance potentially conflicting aims Summaries and bibliographical notes for each chapter, providing a broader perspective of the concepts and methods described Researchers, practitioners and students are certain to consider this volume an indispensable resource in successfully accomplishing the goals of their data mining projects.
Manufacturer: Springer
Price: $79.95 USD
Machine Learning
Binding: Hardcover
Rating: 4.5
Review: 36
Studio: McGraw-Hill Science/Engineering/Math
This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning.
Manufacturer: McGraw-Hill Science/Engineering/Math
Price: $19.95 USD
Four Tips for Better Decision Making
tools such as the pareto analysis, force field analysis, decision trees, six thinking hats, etc. If not, I’m guessing you’re deploying the scientific method you learned in junior high school pretty instinctively. Regardless of your
Building A Learning Organisation
(money, personnel and time). The amount of these resources determines the quantity and quality of learning. ~ Empowerment. Employees should be empowered to take decisions and actions. Let them own the process whilst monitoring all that is
Find Out What is your Own Unique Way of Learning
it” method. It involves thinking and analyzing a problem before jumping into it. In this method, decisions are made only after the outcomes have been carefully considered. This method is controlled by knowing what will happen. For
Evergreen Landscaping Trees Improve the Beauty and Longevity of Your Garden!
investment of time and money. Therefore, it is important to make the right decision when choosing these plants for your yard. Evergreen landscaping trees and shrubs are more expensive in general than deciduous trees. But you can
Getting Started Reculturing Schools to Become Professional Learning Communities
Binding: Paperback
Rating: 3.5
Review: 3
Studio: Solution Tree
The focus of Getting Started: Reculturing Schools to Become Professional Learning Communities is answering the most common question posed by schools seeking to start their transformation into professional learning communities: Where do we begin? In the Introduction, the authors present the PLC concept, making the book accessible to those who have not yet read Professional Learning Communities at Work and providing a review of the framework for those who have. The main focus of the Introduction is that PLC is not a cookie-cutter approach, but rather a process that can be complex and non-linear. The book provides the reader access to a solid conceptual framework and concrete illustrations of how schools operate when they are functioning as PLCs, as well as to assessments for determining the effectiveness of their efforts.
Manufacturer: Solution Tree
Price: $19.95 USD

0 ความคิดเห็น: