1006 search results - page 44 / 202 » A Case Study for Learning from Imbalanced Data Sets |
131
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IJCAI
2003
15 years 2 months ago
2003
In traditional text classification, a classifier is built using labeled training documents of every class. This paper studies a different problem. Given a set P of documents of a ...
DATE
2009
IEEE
15 years 8 months ago
2009
IEEE
Abstract— This paper discusses the generation of informationrich, arbitrarily-large synthetic data sets which can be used to (a) efficiently learn tests that correlate a set of ...
110
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ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
140
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DAWAK
2004
Springer
15 years 7 months ago
2004
Springer
Visualization techniques provide an outstanding role in KDD process for data analysis and mining. However, one image does not always convey successfully the inherent information fr...
114
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ICCBR
2003
Springer
15 years 6 months ago
2003
Springer
This paper is an empirical investigation into the effectiveness of linear scaling adaptation for case-based software project effort prediction. We compare two variants of a linea...