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» Tests of Machine Intelligence

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FLAIRS
2008

156views Artificial Intelligence» more FLAIRS 2008»

Selecting Minority Examples from Misclassified Data for Over-Sampling

13 years 11 months ago

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We introduce a method to deal with the problem of learning from imbalanced data sets, where examples of one class significantly outnumber examples of other classes. Our method sel...

Jorge de la Calleja, Olac Fuentes, Jesús Go...

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LREC
2008

112views Education» more LREC 2008»

Can we Evaluate the Quality of Generated Text?

13 years 10 months ago

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Evaluating the output of NLG systems is notoriously difficult, and performing assessments of text quality even more so. A range of automated and subject-based approaches to the ev...

David Hardcastle, Donia Scott

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ERLANG
2003
ACM

147views Programming Languages» more ERLANG 2003»

Automated test generation for industrial Erlang applications

14 years 2 months ago

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We present an implemented technique for generating test cases from state machine speciﬁcations. The work is motivated by a need for testing of protocols and services developed b...

Johan Blom, Bengt Jonsson

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COLT
2005
Springer

109views Machine Learning» more COLT 2005»

Permutation Tests for Classification

14 years 2 months ago

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Polina Golland, Feng Liang, Sayan Mukherjee, Dmitr...

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