2712 search results - page 160 / 543 » On learning algorithm selection for classification |
120
Voted
FLAIRS
2006
15 years 4 months ago
2006
In this paper, we present a new rule induction algorithm for machine learning in medical diagnosis. Medical datasets, as many other real-world datasets, exhibit an imbalanced clas...
106
Voted
AI
2009
Springer
15 years 9 months ago
2009
Springer
The manipulation of large-scale document data sets often involves the processing of a wealth of features that correspond with the available terms in the document space. The employm...
118
Voted
SIGIR
2005
ACM
15 years 8 months ago
2005
ACM
We consider classification of email messages as to whether or not they contain certain “email acts”, such as a request or a commitment. We show that exploiting the sequential ...
111
Voted
NETWORKING
2004
15 years 4 months ago
2004
In this paper we propose a new packet classification algorithm, which can substantially improve the performance of a classifier by decreasing the rulebase lookup latency. The algor...
171
Voted
BMCBI
2004
15 years 2 months ago
2004
Background: The identification of relevant biological features in large and complex datasets is an important step towards gaining insight in the processes underlying the data. Oth...