๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

An introduction to decision tree modeling

โœ Scribed by Anthony J. Myles; Robert N. Feudale; Yang Liu; Nathaniel A. Woody; Steven D. Brown


Publisher
John Wiley and Sons
Year
2004
Tongue
English
Weight
258 KB
Volume
18
Category
Article
ISSN
0886-9383

No coin nor oath required. For personal study only.

โœฆ Synopsis


Abstract

In this tutorial, traditional decision tree construction and the current state of decision tree modeling are reviewed. Emphasis is placed on techniques that make decision trees well suited to handle the complexities of chemical and biochemical applications. Copyright ยฉ 2004 John Wiley & Sons, Ltd.


๐Ÿ“œ SIMILAR VOLUMES


An Introduction to Model Selection
โœ Walter Zucchini ๐Ÿ“‚ Article ๐Ÿ“… 2000 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 349 KB
An introduction to hierarchical linear m
โœ Lisa M. Sullivan; Kimberly A. Dukes; Elena Losina ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 208 KB ๐Ÿ‘ 1 views

Hierarchical linear models are useful for understanding relationships in hierarchical data structures, such as patients within hospitals or physicians within hospitals. In this tutorial we provide an introduction to the technique in general terms, and then specify model notation and assumptions in d

Growing decision trees in an ordinal set
โœ Kim Cao-Van; Bernard De Baets ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 155 KB

Although ranking (ordinal classification/regression) based on criteria is related closely to classification based on attributes, the development of methods for learning a ranking on the basis of data is lagging far behind that for learning a classification. Most of the work being done focuses on mai

The decision tree polytope and its appli
โœ Art Warburton ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 109 KB ๐Ÿ‘ 1 views

This paper describes a new mathematical programming approach to sequential decision problems that have an underlying decision tree structure. The approach, based upon a characterization of strategies as extreme points of a 0-1 polytope called the 'decision tree polytope', is particularly suited to t

Epidemic modelling: An introduction
โœ Johan Grasman ๐Ÿ“‚ Article ๐Ÿ“… 2000 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 86 KB

In this volume, which developed out of a Wenner-Gren Conference held in Cabo San Lucas, Mexico, in 1992, the editors and chapter authors advocate a politicaleconomic approach to human biology. They suggest that this approach is a more powerful model for understanding human biological variation than