OpenML
Learner classif.nnTrain from package(s) deepnet.
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Weka implementation of FilteredClassifier
99 runs0 likes1 downloads1 reach0 impact
J. Cendrowska (1987). PRISM: An algorithm for inducing modular rules. International Journal of Man-Machine Studies. 27(4):349-370.
99 runs0 likes2 downloads2 reach26 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
98 runs0 likes1 downloads1 reach0 impact
Learner classif.bdk from package(s) kohonen.
98 runs0 likes1 downloads1 reach0 impact
Weka implementation of AttributeSelectedClassifier
98 runs0 likes1 downloads1 reach0 impact
Automatically created scikit-learn flow.
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Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
97 runs0 likes1 downloads1 reach0 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
97 runs0 likes1 downloads1 reach0 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
97 runs0 likes1 downloads1 reach0 impact
Learner classif.saeDNN from package(s) deepnet.
97 runs0 likes1 downloads1 reach0 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
96 runs0 likes1 downloads1 reach0 impact
Learner classif.dbnDNN from package(s) deepnet.
96 runs0 likes1 downloads1 reach0 impact
Learner classif.sda from package(s) sda.
96 runs0 likes1 downloads1 reach0 impact
Please use the mlr add-on code https://github.com/HeidiSeibold/sandbox/blob/master/rstuff/openml_newctree/new_ctree_mlr.R and devel partykit package revision 1118:…
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Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
95 runs0 likes1 downloads1 reach0 impact
Weka implementation of ZeroR
95 runs0 likes0 downloads0 reach94 impact
Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
95 runs0 likes0 downloads0 reach0 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
94 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package rpart.
94 runs0 likes3 downloads3 reach94 impact
Weka implementation of FilteredClassifier
94 runs0 likes0 downloads0 reach0 impact
Learner mlr.classif.ctree from package(s) party.
91 runs0 likes0 downloads0 reach0 impact
Learner classif.logreg from package(s) stats.
90 runs0 likes1 downloads1 reach0 impact
Learner classif.rotationForest from package(s) rotationForest.
90 runs0 likes1 downloads1 reach0 impact
Weka implementation of KernelLogisticRegression
90 runs0 likes2 downloads2 reach33 impact
Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
88 runs0 likes1 downloads1 reach0 impact
Learner mlr.classif.rpart from package(s) rpart.
88 runs0 likes0 downloads0 reach0 impact
Weka implementation of RandomTree
88 runs0 likes9 downloads9 reach85 impact
Moa implementation of AccuracyWeightedEnsemble
87 runs0 likes1 downloads1 reach0 impact
Weka implementation of FilteredClassifier
87 runs0 likes0 downloads0 reach9 impact
Learner classif.naiveBayes from package(s) e1071.
86 runs0 likes1 downloads1 reach0 impact
R. Kohavi (1995). Wrappers for Performance Enhancement and Oblivious Decision Graphs. Department of Computer Science, Stanford University.
86 runs0 likes2 downloads2 reach54 impact
Learner classif.probit from package(s) stats.
85 runs0 likes1 downloads1 reach0 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
84 runs0 likes1 downloads1 reach0 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
84 runs0 likes2 downloads2 reach56 impact
Automatically created scikit-learn flow.
84 runs0 likes0 downloads0 reach0 impact
Learner classif.lda from package(s) MASS.
83 runs0 likes2 downloads2 reach4 impact
J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
83 runs0 likes2 downloads2 reach74 impact
Weka implementation of MultilayerPerceptron
83 runs0 likes0 downloads0 reach82 impact
Weka implementation of MultilayerPerceptron
83 runs0 likes4 downloads4 reach59 impact
Weka implementation of AttributeSelectedClassifier
82 runs0 likes1 downloads1 reach0 impact
Learner mlr.classif.kknn.preproc.preproc.tuned from package(s) !kknn.
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Learner mlr.classif.featureless.preproc from package(s) mlr.
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Learner mlr.regr.rpart from package(s) rpart.
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Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
79 runs0 likes1 downloads1 reach0 impact
Learner mlr.regr.rpart.dummied from package(s) rpart.
79 runs0 likes0 downloads0 reach0 impact
Learner mlr.classif.naiveBayes.preproc from package(s) e1071.
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Learner mlr.classif.gbm.preproc from package(s) gbm.
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Learner classif.randomForest from package(s) randomForest.
78 runs0 likes1 downloads1 reach0 impact
Moa implementation of AccuracyWeightedEnsemble
78 runs0 likes1 downloads1 reach0 impact
Please use the mlr add-on code and devel partykit package revision 1078: https://r-forge.r-project.org/scm/viewvc.php/pkg/devel/?root=partykit
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le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
78 runs0 likes0 downloads0 reach77 impact
Weka implementation of REPTree
77 runs0 likes8 downloads8 reach13 impact
Tin Kam Ho (1998). The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(8):832-844. URL…
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Learner classif.JRip from package RWeka.
76 runs0 likes1 downloads1 reach0 impact
Learner classif.glmboost from package(s) mboost.
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Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
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Automatically created scikit-learn flow.
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Automatically created scikit-learn flow.
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Learner classif.binomial from package(s) stats.
74 runs0 likes1 downloads1 reach0 impact
Learner classif.blackboost from package(s) mboost, party.
74 runs0 likes1 downloads1 reach0 impact
Learner classif.qda from package(s) MASS.
73 runs0 likes1 downloads1 reach0 impact
Moa implementation of OzaBag
73 runs0 likes2 downloads2 reach1 impact
Learner mlr.classif.ctree.preproc from package(s) party.
72 runs0 likes0 downloads0 reach0 impact
Andrew Mccallum, Kamal Nigam: A Comparison of Event Models for Naive Bayes Text Classification. In: AAAI-98 Workshop on 'Learning for Text Categorization', 1998.
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Flow generated by run_task
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Moa implementation of OzaBag
72 runs0 likes1 downloads1 reach0 impact
Learner classif.nodeHarvest from package(s) nodeHarvest.
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Moa implementation of RuleClassifierNBayes
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Learner classif.svm from package(s) e1071.
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Learner classif.lqa from package(s) lqa.
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Learner classif.plsdaCaret from package(s) caret.
69 runs0 likes1 downloads1 reach0 impact
Learner classif.J48 from package RWeka.
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Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
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Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
69 runs0 likes2 downloads2 reach68 impact
Learner classif.pamr from package(s) pamr.
67 runs0 likes1 downloads1 reach0 impact
Learner classif.gbm from package(s) gbm.
67 runs0 likes1 downloads1 reach0 impact
Learner classif.lda from package(s) MASS.
67 runs0 likes2 downloads2 reach5 impact
Automatically created scikit-learn flow.
67 runs0 likes0 downloads0 reach67 impact
Learner mlr.classif.glmnet.preproc from package(s) glmnet.
66 runs0 likes0 downloads0 reach0 impact
J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
66 runs0 likes2 downloads2 reach52 impact
Learner mlr.classif.ksvm.preproc from package(s) kernlab.
66 runs0 likes0 downloads0 reach0 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
66 runs0 likes2 downloads2 reach58 impact
Learner mlr.classif.evtree.preproc from package(s) evtree.
65 runs0 likes0 downloads0 reach0 impact
Learner classif.JRip from package(s) RWeka.
65 runs0 likes1 downloads1 reach0 impact
Learner classif.J48 from package(s) RWeka.
65 runs0 likes1 downloads1 reach0 impact
Learner classif.plr from package(s) stepPlr.
65 runs0 likes1 downloads1 reach0 impact