1216 search results - page 56 / 244 » Predicting relative performance of classifiers from samples |
91
Voted
PLDI
2003
ACM
15 years 5 months ago
2003
ACM
Profiling can accurately analyze program behavior for select data inputs. We show that profiling can also predict program locality for inputs other than profiled ones. Here loc...
119
Voted
INFOCOM
2010
IEEE
14 years 11 months ago
2010
IEEE
—The inherent support in routers (SNMP counters or NetFlow) is not sufficient to diagnose performance problems in IP networks, especially for flow-specific problems where the ...
89
Voted
KDD
2002
ACM
16 years 29 days ago
2002
ACM
This paper promotes the use of supervised machine learning in laboratory settings where chemists have a large number of samples to test for some property, and are interested in id...
126
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MIR
2010
ACM
15 years 2 months ago
2010
ACM
This paper presents a classification-driven biomedical image retrieval system to bride the semantic gap by transforming image features to their global categories at different gran...
117
Voted
BMCBI
2007
15 years 20 days ago
2007
Background: There is a large amount of microarray data accumulating in public databases, providing various data waiting to be analyzed jointly. Powerful kernel-based methods are c...