141 search results - page 19 / 29 » Building Simple Models: A Case Study with Decision Trees |
CADE
2004
Springer
14 years 8 months ago
2004
Springer
Abstract. Classifying finite algebraic structures has been a major motivation behind much research in pure mathematics. Automated techniques have aided in this process, but this ha...
BIOINFORMATICS
2005
13 years 7 months ago
2005
In genomic studies, thousands of features are collected on relatively few samples. One of the goals of these studies is to build classifiers to predict the outcome of future obser...
PPOPP
2012
ACM
12 years 3 months ago
2012
ACM
This paper introduces a programming interface called PARRAY (or Parallelizing ARRAYs) that supports system-level succinct programming for heterogeneous parallel systems like GPU c...
AAAI
1996
13 years 9 months ago
1996
We formalize a model for supervised learning of action strategies in dynamic stochastic domains and show that PAC-learning results on Occam algorithms hold in this model as well. W...
GLOBECOM
2009
IEEE
13 years 11 months ago
2009
IEEE
Energy efficiency has become a critical concern in designing high speed packet classification engines for next generation routers. Although TCAM-based solutions can provide high th...