OpenML
S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
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Freund, Y., Mason, L.: The alternating decision tree learning algorithm. In: Proceeding of the Sixteenth International Conference on Machine Learning, Bled, Slovenia, 124-133, 1999.
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Learner classif.bartMachine from package(s) bartMachine.
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Learner classif.bartMachine from package(s) bartMachine.
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Learner classif.binomial from package(s) stats.
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Learner classif.nodeHarvest from package(s) nodeHarvest.
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Learner classif.boosting from package(s) adabag, rpart.
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Learner classif.cforest from package(s) party.
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Learner classif.blackboost from package(s) mboost, party.
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Learner classif.cforest from package(s) party.
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Learner classif.ctree from package(s) party.
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Learner classif.glmboost from package(s) mboost.
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Learner classif.hdrda from package(s) sparsediscrim.
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Learner classif.plr from package(s) stepPlr.
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A flow using j48 for the POC.
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Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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Automatically created scikit-learn flow.
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Pipeline of transforms with a final estimator. Sequentially apply a list of transforms and a final estimator. Intermediate steps of the pipeline must be 'transforms', that is, they must implement fit…
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A Weka KnowledgeFlow using Bagging-IBk5.kf
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Weka implementation of ZeroR
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Pipeline of transforms with a final estimator. Sequentially apply a list of transforms and a final estimator. Intermediate steps of the pipeline must be 'transforms', that is, they must implement fit…
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Automatically created scikit-learn flow.
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Pipeline of transforms with a final estimator. Sequentially apply a list of transforms and a final estimator. Intermediate steps of the pipeline must be 'transforms', that is, they must implement fit…
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Automatically created keras flow.
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Ensemble Model
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Automatically created scikit-learn flow.
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Randomized search on hyper parameters. The search strategy starts evaluating all the candidates with a small amount of resources and iteratively selects the best candidates, using more and more…
369 runs0 likes1 downloads1 reach0 impact
Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for…
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Classifier implementing the k-nearest neighbors vote.
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Learner mlr.classif.randomForest from package(s) randomForest.
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The performanceEstimation standardWF using svm as the learner
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Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
1088 runs0 likes1 downloads1 reach1088 impact
Learner classif.qda from package(s) MASS.
195 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
291 runs0 likes1 downloads1 reach0 impact
Learner classif.ranger from package(s) ranger.
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Learner classif.rda from package(s) klaR.
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Learner classif.rotationForest from package(s) rotationForest.
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Learner classif.saeDNN from package(s) deepnet.
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Learner classif.sda from package(s) sda.
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Learner classif.xgboost from package(s) xgboost.
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Learner classif.xyf from package(s) kohonen.
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Learner classif.lqa from package(s) lqa.
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Learner classif.mlp from package(s) RSNNS.
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Learner classif.multinom from package(s) nnet.
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Learner classif.naiveBayes from package(s) e1071.
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Learner classif.neuralnet from package(s) neuralnet.
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Learner classif.nnTrain from package(s) deepnet.
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Learner classif.nnet from package(s) nnet.
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Learner classif.nodeHarvest from package(s) nodeHarvest.
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Learner classif.pamr from package(s) pamr.
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Learner classif.plr from package(s) stepPlr.
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Learner classif.probit from package(s) stats.
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Learner classif.bartMachine from package(s) bartMachine.
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Learner classif.bdk from package(s) kohonen.
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Learner classif.binomial from package(s) stats.
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Learner classif.dbnDNN from package(s) deepnet.
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Learner classif.extraTrees from package(s) extraTrees.
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Learner classif.hdrda from package(s) sparsediscrim.
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Learner classif.ksvm from package(s) kernlab.
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Learner classif.lda from package(s) MASS.
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Learner classif.logreg from package(s) stats.
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Learner classif.IBk from package(s) RWeka.
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Learner classif.JRip from package(s) RWeka.
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Learner classif.J48 from package(s) RWeka.
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Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
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Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
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Learner classif.glmnet from package(s) !glmnet.
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Learner classif.kknn from package(s) !kknn.
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Learner classif.mda from package(s) !mda.
237 runs0 likes1 downloads1 reach0 impact
Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
189 runs0 likes1 downloads1 reach0 impact
Learner classif.cforest from package(s) party.
284 runs0 likes1 downloads1 reach0 impact
Learner classif.ada from package(s) ada.
233 runs0 likes1 downloads1 reach0 impact
Learner classif.ctree from package(s) party.
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Learner classif.OneR from package(s) RWeka.
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Learner classif.PART from package(s) RWeka.
291 runs0 likes1 downloads1 reach0 impact
Learner classif.avNNet from package(s) nnet.
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Learner classif.glmboost from package(s) mboost.
209 runs0 likes1 downloads1 reach0 impact
Learner classif.blackboost from package(s) mboost, party.
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Learner classif.plsdaCaret from package(s) caret.
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Learner classif.randomForestSRC from package(s) randomForestSRC.
286 runs0 likes1 downloads1 reach0 impact
Learner classif.boosting from package(s) adabag, rpart.
293 runs0 likes1 downloads1 reach0 impact
Learner classif.qda from package(s) MASS.
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Learner classif.rotationForest from package(s) rotationForest.
90 runs0 likes1 downloads1 reach0 impact
Learner classif.xgboost from package(s) xgboost.
111 runs0 likes1 downloads1 reach0 impact
Learner classif.ranger from package(s) ranger.
132 runs0 likes1 downloads1 reach0 impact
Learner classif.plr from package(s) stepPlr.
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Learner classif.rda from package(s) klaR.
134 runs0 likes1 downloads1 reach0 impact
Learner classif.ctree from package(s) party.
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Learner classif.PART from package(s) RWeka.
139 runs0 likes1 downloads1 reach0 impact
Learner classif.logreg from package(s) stats.
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Learner classif.mda from package(s) !mda.
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Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
103 runs0 likes1 downloads1 reach0 impact