72 search results - page 1 / 15 » Data mining criteria for tree-based regression and classific... |
KDD
2001
ACM
14 years 5 months ago
2001
ACM
This paper is concerned with the construction of regression and classification trees that are more adapted to data mining applications than conventional trees. To this end, we pro...
AUSAI
2007
Springer
13 years 9 months ago
2007
Springer
Building classification models plays an important role in DNA mircroarray data analyses. An essential feature of DNA microarray data sets is that the number of input variables (gen...
PKDD
2009
Springer
13 years 11 months ago
2009
Springer
ICDM
2009
IEEE
13 years 12 months ago
2009
IEEE
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
KDD
1997
ACM
13 years 9 months ago
1997
ACM
In many data mining applications we are given a set of training examples and asked to construct a regression machine or a classifier that has low prediction error or low error rat...