OpenML
Learner classif.svm from package(s) e1071.
297 runs0 likes2 downloads2 reach0 impact
Learner classif.gbm from package(s) gbm.
297 runs0 likes2 downloads2 reach1 impact
Learner classif.OneR from package(s) RWeka.
139 runs0 likes2 downloads2 reach1 impact
Learner classif.nnet from package(s) nnet.
123 runs0 likes2 downloads2 reach1 impact
Learner classif.svm from package(s) e1071.
143 runs0 likes2 downloads2 reach16 impact
Learner classif.JRip from package(s) RWeka.
140 runs0 likes2 downloads2 reach1 impact
Learner classif.kknn from package(s) !kknn.
134 runs0 likes2 downloads2 reach3 impact
Learner classif.glmboost from package(s) mboost.
76 runs0 likes2 downloads2 reach76 impact
Learner classif.ksvm from package(s) kernlab.
129 runs0 likes2 downloads2 reach1 impact
Learner classif.multinom from package(s) nnet.
118 runs0 likes2 downloads2 reach1 impact
Learner classif.ada from package(s) ada.
101 runs0 likes2 downloads2 reach16 impact
Learner classif.boosting from package(s) adabag, rpart.
121 runs0 likes2 downloads2 reach1 impact
Learner classif.xgboost from package(s) xgboost.
16 runs0 likes2 downloads2 reach10 impact
Moa implementation of LeveragingBag
260 runs0 likes2 downloads2 reach40 impact
Moa implementation of SGD
417 runs0 likes2 downloads2 reach41 impact
Moa implementation of SPegasos
245 runs0 likes2 downloads2 reach36 impact
Moa implementation of RuleClassifier
194 runs0 likes2 downloads2 reach39 impact
Learner mlr.regr.ksvm from package(s) kernlab.
2954 runs0 likes2 downloads2 reach2954 impact
A Weka KnowledgeFlow using RandomForest.kf
820 runs0 likes2 downloads2 reach7 impact
Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
1183 runs0 likes2 downloads2 reach1146 impact
Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
1262 runs0 likes2 downloads2 reach1149 impact
Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
1189 runs0 likes2 downloads2 reach1088 impact
Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of…
1168 runs0 likes2 downloads2 reach1090 impact
William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
1207 runs0 likes2 downloads2 reach1112 impact
Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
1201 runs0 likes2 downloads2 reach1164 impact
Weka implementation of ConjunctiveRule
1201 runs0 likes2 downloads2 reach1159 impact
Leland Wilkinson, Anushka Anand,, Tuan Dang : CHIRP: A new classi?er based on Composite Hypercubes on Iterated Random Projection. In: Proceedings of the 17th ACM KDD, 2011.
1083 runs0 likes2 downloads2 reach1037 impact
Weka implementation of HyperPipes
1207 runs0 likes2 downloads2 reach1090 impact
Weka implementation of InputMappedClassifier
1203 runs0 likes2 downloads2 reach1111 impact
G. Demiroz, A. Guvenir: Classification by voting feature intervals. In: 9th European Conference on Machine Learning, 85-92, 1997.
1202 runs0 likes2 downloads2 reach1112 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
1201 runs0 likes2 downloads2 reach1156 impact
John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
1197 runs0 likes2 downloads2 reach1111 impact
Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally…
1195 runs0 likes2 downloads2 reach1151 impact
Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
2404 runs0 likes2 downloads2 reach2256 impact
le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
1177 runs0 likes2 downloads2 reach1116 impact
Weka implementation of RBFClassifier
1187 runs0 likes2 downloads2 reach1135 impact
Weka implementation of Ridor
1200 runs0 likes2 downloads2 reach120 impact
Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
1206 runs0 likes2 downloads2 reach116 impact
Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
1213 runs0 likes2 downloads2 reach825 impact
Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
1128 runs0 likes2 downloads2 reach1094 impact
Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
1203 runs0 likes2 downloads2 reach1166 impact
Weka implementation of REPTree
1213 runs0 likes2 downloads2 reach1175 impact
Weka implementation of RandomTree
1218 runs0 likes2 downloads2 reach1181 impact
Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.
7553 runs0 likes2 downloads2 reach7430 impact
Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive…
1039 runs0 likes2 downloads2 reach55 impact
Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and…
1207 runs0 likes2 downloads2 reach82 impact
J. Platt: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In B. Schoelkopf and C. Burges and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning,…
1208 runs0 likes2 downloads2 reach5 impact
J. Platt: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In B. Schoelkopf and C. Burges and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning,…
1206 runs0 likes2 downloads2 reach20 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
6162 runs0 likes2 downloads2 reach244 impact
Weka implementation of FilteredClassifier
1189 runs0 likes2 downloads2 reach1188 impact
Weka implementation of AttributeSelectedClassifier
1212 runs0 likes2 downloads2 reach100 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…
5814 runs0 likes2 downloads2 reach172 impact
Juan J. Rodriguez, Ludmila I. Kuncheva, Carlos J. Alonso (2006). Rotation Forest: A new classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(10):1619-1630.…
5531 runs0 likes2 downloads2 reach0 impact
J. Friedman, T. Hastie, R. Tibshirani (1998). Additive Logistic Regression: a Statistical View of Boosting. Stanford University.
5944 runs0 likes2 downloads2 reach372 impact
Weka implementation of SGD
869 runs0 likes2 downloads2 reach821 impact
Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
1161 runs0 likes2 downloads2 reach34 impact
Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
8855 runs0 likes2 downloads2 reach180 impact
S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
827 runs0 likes2 downloads2 reach6 impact
The performanceEstimation standardWF using svm as the learner
21 runs0 likes1 downloads1 reach0 impact
Moa implementation of AccuracyWeightedEnsemble
27 runs0 likes1 downloads1 reach0 impact
Moa implementation of AccuracyWeightedEnsemble
1 runs0 likes1 downloads1 reach0 impact
Moa implementation of AccuracyWeightedEnsemble
1 runs0 likes1 downloads1 reach0 impact
The performanceEstimation standardWF using rpart as the learner
2 runs0 likes1 downloads1 reach0 impact
The performanceEstimation standardWF using svm as the learner
59 runs0 likes1 downloads1 reach0 impact
The performanceEstimation standardWF using randomForest as the learner
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The performanceEstimation standardWF using bagging as the learner
1 runs0 likes1 downloads1 reach0 impact
The performanceEstimation standardWF using boosting as the learner
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The performanceEstimation standardWF using nnet as the learner
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The performanceEstimation standardWF using qda as the learner
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The performanceEstimation standardWF using kNN as the learner
3 runs0 likes1 downloads1 reach0 impact
Yasser EL-Manzalawy (2005). WLSVM. URL http://www.cs.iastate.edu/~yasser/wlsvm/. Chih-Chung Chang, Chih-Jen Lin (2001). LIBSVM - A Library for Support Vector Machines. URL…
1 runs0 likes1 downloads1 reach0 impact
Learner classif.binomial from package(s) stats.
3 runs0 likes1 downloads1 reach0 impact
Please take some time and write a description of your algorithm/changes compared with the previous version/etc. here.
1 runs0 likes1 downloads1 reach0 impact
Moa implementation of OzaBag
72 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
2 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package(s) rpart.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.sda.tuned from package(s) sda.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.sda.tuned from package(s) sda.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.sda.tuned from package(s) sda.
2 runs0 likes1 downloads1 reach0 impact
Learner classif.sda.tuned from package(s) sda.
6 runs0 likes1 downloads1 reach0 impact
Learner classif.sda.tuned from package(s) sda.
15 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
1 runs0 likes1 downloads1 reach1 impact
Weka implementation of AttributeSelectedClassifier
4 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package(s) rpart.
4 runs0 likes1 downloads1 reach0 impact
Learner classif.logreg from package(s) stats.
7 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
2 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package(s) rpart.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
2 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package(s) rpart.
2 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.ksvm from package(s) kernlab.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
1 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package(s) rpart.
5 runs0 likes1 downloads1 reach0 impact
Learner classif.rpart from package(s) rpart.
3 runs0 likes1 downloads1 reach0 impact
Learner classif.randomForest from package(s) randomForest.
2 runs0 likes1 downloads1 reach0 impact
Learner ModelMultiplexer from package(s) e1071, ada, randomForest.
17 runs0 likes1 downloads1 reach0 impact