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Title: Mariana Download
 Description: Mariana is an algorithm that efficiently optimizes the hyperparameters for Support Vector Machines for regression and classification. It currently uses Simulated Annealing for optimization but can be extended to use a variety of stochastic optimization techniques including, Markov Chain Monte Carlo, Sequential Monte Carlo, and Genetic Algorithms. Mariana can be applied to the text portion of reports, determining the likely categories that each report falls into, and calculating a confidence for each classification.
 Downloaders recently: [More information of uploader gogozhang]
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File list (Check if you may need any files): 
FilenameSizeDate
Mariana 0  2017-03-16

Mariana\COPYRIGHT_libSVM 1497  2008-02-20

Mariana\CollectionInfo.cpp 4950  2008-05-03

Mariana\CollectionInfo.h 4296  2008-05-03

Mariana\Debug 0  2017-03-16

Mariana\Debug\CollectionInfo.d 103  2008-02-28

Mariana\Debug\CollectionInfo.o 113824  2008-02-28

Mariana\Debug\MarianaPredict.d 57  2008-02-29

Mariana\Debug\MarianaPredict.o 460812  2008-02-29

Mariana\Debug\MarianaRedu.d 48  2008-02-28

Mariana\Debug\MarianaRedu.o 14052  2008-02-28

Mariana\Debug\Sparse.d 59  2008-02-28

Mariana\Debug\Sparse.o 112076  2008-02-28

Mariana\Debug\collReg.d 296  2008-02-28

Mariana\Debug\collReg.o 136112  2008-02-28

Mariana\Debug\collText.d 301  2008-02-28

Mariana\Debug\collText.o 136680  2008-02-28

Mariana\Debug\documentCollection.d 257  2008-02-28

Mariana\Debug\documentCollection.o 386076  2008-02-28

Mariana\Debug\helperRoutines.d 123  2008-02-28

Mariana\Debug\helperRoutines.o 177960  2008-02-28

Mariana\Debug\makefile 1313  2008-02-29

Mariana\Debug\objects.mk 229  2008-02-27

Mariana\Debug\parseCommandLine.d 113  2008-02-28

Mariana\Debug\parseCommandLine.o 109344  2008-02-28

Mariana\Debug\sources.mk 520  2008-02-29

Mariana\Debug\subdir.mk 1415  2008-02-29

Mariana\Debug\svm.d 44  2008-02-28

Mariana\Debug\svm.o 192140  2008-02-28

Mariana\Debug\uciReg.d 151  2008-02-28

Mariana\Debug\uciReg.o 135044  2008-02-28

Mariana\Debug\uciType.d 156  2008-02-29

Mariana\Debug\uciType.o 140568  2008-02-29

Mariana\Makefile 1442  2008-02-29

Mariana\MarianaPredict.cpp 20214  2008-05-03

Mariana\MarianaREADME.doc 87040  2008-05-03

Mariana\MarianaRedu.cpp 418  2008-02-23

Mariana\Sparse.cpp 8356  2008-05-03

Mariana\Sparse.h 4649  2008-05-03

Mariana\TextReducer.jar 13246  2008-03-04

Mariana\collReg.cpp 12120  2008-05-03

Mariana\collText.cpp 12248  2008-05-03

Mariana\data 0  2017-03-16

Mariana\data\abalone.data 258705  2008-02-23

Mariana\data\australian.train.data 115308  2008-02-23

Mariana\data\heart_scale 27670  2008-02-20

Mariana\data\smallTestCat.csv 9908  2008-02-29

Mariana\data\smallTestTxt.txt 1570025  2008-02-29

Mariana\data\smallTrainCat.csv 34299  2008-02-12

Mariana\data\smallTrainTxt.txt 5264119  2008-02-12

Mariana\data\thesaurus.test 108  2007-10-24

Mariana\documentCollection.cpp 33551  2008-05-03

Mariana\documentCollection.h 5135  2008-05-03

Mariana\helperRoutines.cpp 14301  2008-05-03

Mariana\helperRoutines.h 4716  2008-05-03

Mariana\parseCommandLine.cpp 7298  2008-05-03

Mariana\parseCommandLine.h 4107  2008-05-03

Mariana\svm.cpp 73089  2008-05-03

Mariana\svm.h 6043  2008-05-03

Mariana\txt2sparse.pl 1904  2008-03-04

Mariana\uciReg.cpp 13177  2008-05-03

Mariana\uciReg.h 4470  2008-05-03

Mariana\uciType.cpp 14971  2008-05-03

Mariana\uciType.h 4525  2008-05-03

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