41 search results - page 1 / 9 » Optimizing the Induction of Alternating Decision Trees |
PAKDD
2001
ACM
13 years 9 months ago
2001
ACM
The alternating decision tree brings comprehensibility to the performance enhancing capabilities of boosting. A single interpretable tree is induced wherein knowledge is distribute...
IJCAI
2003
13 years 6 months ago
2003
This paper presents a novel, promising approach that allows greedy decision tree induction algorithms to handle problematic functions such as parity functions. Lookahead is the st...
EGC
2009
Springer
13 years 2 months ago
2009
Springer
We present a new evaluation criterion for the induction of decision trees. We exploit a parameter-free Bayesian approach and propose an analytic formula for the evaluation of the p...
DATAMINE
2010
13 years 4 months ago
2010
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
PKDD
2000
Springer
13 years 8 months ago
2000
Springer
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...