63 search results - page 1 / 13 » Controlled Flux Results in Stable Decision Trees |
ICTAI
1999
IEEE
14 years 3 months ago
1999
IEEE
This work deals with stability in incremental induction of decision trees. Stability problems arise when an induction algorithm must revise a decision tree very often and oscillat...
IJPRAI
2002
13 years 10 months ago
2002
Decision-tree algorithms are known to be unstable: small variations in the training set can result in different trees and different predictions for the same validation examples. B...
ISCIS
2009
Springer
14 years 3 months ago
2009
Springer
—We propose an exhaustive search algorithm that calculates the VC-dimension of univariate decision trees with binary features. The VC-dimension of the univariate decision tree wi...
KDD
2007
ACM
14 years 11 months ago
2007
ACM
We present DL8, an exact algorithm for finding a decision tree that optimizes a ranking function under size, depth, accuracy and leaf constraints. Because the discovery of optimal...
INFOCOM
1997
IEEE
14 years 3 months ago
1997
IEEE
This paper presents a new protocol, the Ordered Core Based Tree (OCBT) protocol, which remedies several shortcomings of the Core Based Tree (CBT) multicast protocol. We show that ...