Journal of Sensors

Research Article

The Influence of Speed and Position in Dynamic Gesture Recognition for Human-Robot Interaction

Table 1

Third-party classifiers tested in this work (table from [50]).
NameDeveloped byAvailable on
EBMCA. Lopez Pinedahttps://github.com/arturolp/ebmc-weka
Discriminant analysisEibe Frankhttp://weka.sourceforge.net/doc.packages/discriminantAnalysis
Complement naive BayesAshraf M. Kibriyahttp://weka.sourceforge.net/doc.packages/complementNaiveBayes
IBKLGS. Sreenivasamurthyhttps://github.com/sheshas/IBkLG
Alternating decision treesR. Kirkby et al.http://weka.sourceforge.net/doc.packages/alternatingDecisionTrees
HMMMarco Gillieshttp://www.doc.gold.ac.uk/mas02mg/software/hmmweka/index.html
Multilayer perceptronsEibe Frankhttp://weka.sourceforge.net/doc.packages/multiLayerPerceptrons
CHIRPLeland Wilkinsonhttp://www.myweb.ttu.edu/tnhondan/file/CHIRP-KDD.pdf
AnDENayyar Zaidihttp://weka.sourceforge.net/packageMetaData/AnDE/index.html
Ordinal learning methodTriDat Tranhttp://weka.sourceforge.net/doc.packages/ordinalLearningMethod
Grid searchB. Pfahringer et al.http://weka.sourceforge.net/doc.packages/gridSearch
AutoWekaLars Kotthoff et al.https://github.com/automl/autoweka
RidorXin Xuhttp://weka.sourceforge.net/doc.packages/ridor
Threshold selectorEibe Frankhttp://weka.sourceforge.net/doc.packages/thresholdSelector
ExtraTreesEibe Frankhttp://weka.sourceforge.net/doc.packages/extraTrees
LibLinearB. Waldvogelhttps://liblinear.bwaldvogel.de/
SPegasosMark Hallhttp://weka.sourceforge.net/doc.packages/SPegasos
Clojure classifierMark Hallhttp://weka.sourceforge.net/doc.packages/clojureClassifier
SimpleCARTHaijian Shihttp://weka.sourceforge.net/doc.packages/simpleCART
Conjunctive ruleXin Xuhttp://weka.sourceforge.net/doc.packages/conjunctiveRule
DTNBMark Hall et al.http://weka.sourceforge.net/doc.packages/DTNB
J48 consolidatedJ. M. Perezhttp://www.aldapa.eus
Lazy associative classifierGesse Dafe et al.https://code.google.com/archive/p/machine-learning-dcc-ufmg/wikis/LACLazyAssociativeAlgorithmCpp.wiki
DeepLearning4JC. Beckham et al.http://weka.sourceforge.net/doc.packages/wekaDeeplearning4j
HyperPipesLen Trigg et al.http://weka.sourceforge.net/doc.packages/hyperPipes
J48GraftJ. Boughtonhttp://weka.sourceforge.net/doc.packages/J48graft
Lazy Bayesian rules classifierZhihai Wanghttp://weka.sourceforge.net/doc.stable/weka/classifiers/lazy/LBR.html
Hidden naive Bayes classifierH. Zhanghttp://weka.sourceforge.net/doc.packages/hiddenNaiveBayes
Dagging meta-classifierB. Pfahringer et al.http://weka.sourceforge.net/doc.packages/dagging
MultilayerPerceptronCSBen Fowlerhttp://weka.sourceforge.net/doc.packages/multilayerPerceptronCS
Winnow and balanced winnow classifierJ. Lindgrenhttp://weka.sourceforge.net/doc.packages/winnow
Nearest-neighbor-like classifierBrent Martinhttp://weka.sourceforge.net/doc.packages/NNge
Naive Bayes treeMark Hallhttp://weka.sourceforge.net/doc.packages/naiveBayesTree
Kernel logistic regressionEibe Frankhttp://weka.sourceforge.net/doc.packages/kernelLogisticRegression
LibSVMFracPetehttps://www.csie.ntu.edu.tw/cjlin/libsvm/
Fuzzy unordered rule inductionJ. C. Hhnhttp://weka.sourceforge.net/doc.packages/fuzzyUnorderedRuleInduction
Best first treeHaijian Shihttp://weka.sourceforge.net/doc.packages/bestFirstTree
MetaCost meta-classifierLen Trigghttp://weka.sourceforge.net/doc.packages/metaCost
Voting feature intervals classifierMark Hallhttp://weka.sourceforge.net/doc.packages/votingFeatureIntervals
Ordinal stochastic dominance learnerStijn Lievenshttp://weka.sourceforge.net/doc.packages/ordinalStochasticDominance
RBFNetworkEibe Frankhttp://weka.sourceforge.net/doc.packages/RBFNetwork
MODLEM rule algorithmS. Wojciechowskihttps://sourceforge.net/projects/modlem/
The fuzzy lattice reasoning classifierI. N. Athanasiadishttp://weka.sourceforge.net/doc.packages/fuzzyLaticeReasoning
Functional treesC. Ferreirahttp://weka.sourceforge.net/doc.packages/functionalTrees