Decision Trees

Some articles on decision tree, decision trees, decision, tree:

Clique Problem - Lower Bounds - Decision Tree Complexity
... The (deterministic) decision tree complexity of determining a graph property is the number of questions of the form "Is there an edge between vertex u and vertex v?" that have to be answered in the ... That is, it is the minimum height of a boolean decision tree for the problem ... It is also possible to define random and quantum decision tree complexity of a property, the expected number of questions (for a worst case input ...
List Of Important Publications In Computer Science - Artificial Intelligence - Machine Learning - Induction of Decision Trees
... Description Decision Trees are a common learning algorithm and a decision representation tool ... Development of decision trees was done by many researchers in many areas, even before this paper ...
Measures of Game Complexity - Decision Trees - Game-tree Complexity
... The game-tree complexity of a game is the number of leaf nodes in the smallest full-width decision tree that establishes the value of the initial position ... A full-width tree includes all nodes at each depth ... It's hard even to estimate the game-tree complexity, but for some games a reasonable lower bound can be given by raising the game's average branching factor to the power of the number of plies in an average game, or ...
Decision Tree Learning - Types
... Decision trees used in data mining are of two main types Classification tree analysis is when the predicted outcome is the class to which the data belongs ... Regression tree analysis is when the predicted outcome can be considered a real number (e.g ... The term Classification And Regression Tree (CART) analysis is an umbrella term used to refer to both of the above procedures, first introduced by Breiman et al ...

Famous quotes containing the words trees and/or decision:

    when the trees bow down their heads,
    The wind is passing by.
    Christina Georgina Rossetti (1830–1894)

    The issue is privacy. Why is the decision by a woman to sleep with a man she has just met in a bar a private one, and the decision to sleep with the same man for $100 subject to criminal penalties?
    Anna Quindlen (b. 1952)