LIBSVM: A library for support vector machines
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Cites methods from "LIBSVM: A library for support vecto..."
...While the package is mostly written in Python, it incorporates the C++ libraries LibSVM (Chang and Lin, 2001) and LibLinear (Fan et al....
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19,603 citations
Cites methods from "LIBSVM: A library for support vecto..."
...• Wrapper classifiers: allow the well known algorithms provided by the LibSVM [5] and LibLINEAR [9] thirdparty libraries to be used in WEKA....
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...Supported .le formats include WEKA s own ARFF format, CSV, LibSVM s format, and C4.5 s format....
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...6 is the ability to read and write data in the format used by the well known LibSVM and SVM-Light support vector machine implementations [5]....
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...This complements the new LibSVM and LibLIN-EAR wrapper classi.ers....
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...Wrapper classi.ers: allow the well known algorithms provided by the LibSVM [5] and LibLINEAR [9] thirdparty libraries to be used in WEKA....
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11,283 citations
Cites methods from "LIBSVM: A library for support vecto..."
...We found that for the classification task SVMs [11] clearly outperform nearest neighbor classification....
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...All Classification Similarity SVM[11] 0....
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References
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"LIBSVM: A library for support vecto..." refers methods in this paper
...The convergence of decomposition methods was first studied in (Chang et al., 2000) but algorithms discussed there do not coincide with existing implementations....
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...However, its result applies only to decomposition methods discussed in (Chang et al., 2000) but not LIBSVM or other existing software....
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145 citations
"LIBSVM: A library for support vecto..." refers methods in this paper
...Some work on this method are, for example, (Osuna et al., 1997b; Joachims, 1998; Platt, 1998; Saunders et al., 1998)....
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134 citations
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