Decision trees

B De Ville - Wiley Interdisciplinary Reviews: Computational …, 2013 - Wiley Online Library
decision trees and trees designed for machine learning. The unfolding and progressive
elucidation of the various features of trees … in exceptionally adaptable decision tree tools, …

What are decision trees?

C Kingsford, SL Salzberg - Nature biotechnology, 2008 - nature.com
… In practice, boosting is often applied to combine decision trees. Alternating decision trees
11 are a generalization of decision trees that result from applying a variant of boosting to …

Decision trees: a recent overview

SB Kotsiantis - Artificial Intelligence Review, 2013 - Springer
… Abstract Decision treedecision tree issues and current research points. Of course, a single
article cannot be a complete review of all algorithms (also known induction classification trees

[图书][B] Decision trees for decision making

JF Magee - 1964 - academia.edu
… 1decision tree,2 which has tremendous potential as a decision-making tool. The decision tree
can … We shall be hearing a great deal about decision trees in the years ahead. Although a …

Decision trees

L Rokach, O Maimon - Data mining and knowledge discovery handbook, 2005 - Springer
Decision Trees are considered to be one of the most popular … decision tree from available
data. This paper presents an updated survey of current methods for constructing decision tree

Simplifying decision trees

JR Quinlan - International journal of man-machine studies, 1987 - Elsevier
… If the value was below this threshold we would continue with the decision tree commencing
with T4U measured = t, while a value above this threshold would lead us to the decision tree

[PDF][PDF] Generating better decision trees.

SW Norton - IJCAI, 1989 - ijcai.org
… A new decision tree learning algorithm called IDX is described. More … of decision tree quality
largely overlooked in the artificial intelligence and machine learning literature. Decision tree

[PDF][PDF] Simplifying decision trees: A survey

LA Breslow, DW Aha - Knowledge engineering review, 1997 - Citeseer
decision tree literature we review to the development of tree-based case retrieval in Section
4.2. In Section 2, we review decision tree induction and discuss issues concerning treetree-…

Multivariate decision trees

CE Brodley, PE Utgoff - Machine learning, 1995 - Springer
… resulting decision tree over univariate decision trees. … decision tree methodology and then
outline the following issues one must consider in order to construct a multivariate decision tree

Decision trees and decision-making

JR Quinlan - IEEE Transactions on Systems, Man, and …, 1990 - ieeexplore.ieee.org
… Techniques that represent knowledge about classification tasks in the form of decision trees
… of the decision tree and for each outcome 0, we build a subsidiary decision tree by invoking …