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
S. Lievens, B. De Baets, K. Cao-Van (2006). A Probabilistic Framework for the Design of Instance-Based Supervised Ranking Algorithms in an Ordinal Setting. Annals of Operations Research.. Kim Cao-Van…
112 runs0 likes2 downloads2 reach101 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
Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.
196 runs0 likes2 downloads2 reach183 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
Weka implementation of KernelLogisticRegression
794 runs0 likes2 downloads2 reach783 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 MultilayerPerceptron
202 runs0 likes2 downloads2 reach165 impact
Weka implementation of MultilayerPerceptronCS
227 runs0 likes2 downloads2 reach183 impact
Weka implementation of RBFClassifier
1187 runs0 likes2 downloads2 reach1135 impact
Weka implementation of SGD
869 runs0 likes2 downloads2 reach821 impact
Moa implementation of ADACC
171 runs0 likes2 downloads2 reach1 impact
Moa implementation of LeveragingBag
20 runs0 likes2 downloads2 reach1 impact
Weka implementation of FilteredClassifier
1189 runs0 likes2 downloads2 reach1188 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
H. Zhang, L. Jiang, J. Su: Hidden Naive Bayes. In: Twentieth National Conference on Artificial Intelligence, 919-924, 2005.
112 runs0 likes2 downloads2 reach6 impact
Weka implementation of KernelLogisticRegression
4621 runs0 likes2 downloads2 reach52 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
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
N. Littlestone (1988). Learning quickly when irrelevant attributes are abound: A new linear threshold algorithm. Machine Learning. 2:285-318. N. Littlestone (1989). Mistake bounds and logarithmic…
120 runs0 likes2 downloads2 reach6 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 AttributeSelectedClassifier
1212 runs0 likes2 downloads2 reach100 impact
J. Friedman, T. Hastie, R. Tibshirani (1998). Additive Logistic Regression: a Statistical View of Boosting. Stanford University.
5944 runs0 likes2 downloads2 reach372 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
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
Learner surv.coxph from package(s) survival.
3 runs0 likes2 downloads2 reach2 impact
The performanceEstimation standardWF using svm as the learner
1 runs0 likes2 downloads2 reach0 impact
Learner classif.randomForest from package(s) randomForest.
50 runs0 likes2 downloads2 reach5 impact
Moa implementation of OzaBag
73 runs0 likes2 downloads2 reach1 impact
Learner classif.rpart from package(s) rpart.
2 runs0 likes2 downloads2 reach1 impact
Learner classif.lda from package(s) MASS.
67 runs0 likes2 downloads2 reach5 impact
Learner classif.rpart from package(s) rpart.
2 runs0 likes2 downloads2 reach2 impact
Learner classif.logreg from package(s) stats.
6 runs0 likes2 downloads2 reach5 impact
Learner classif.rpart from package(s) rpart.
6 runs0 likes2 downloads2 reach1 impact
Learner classif.randomForest from package(s) randomForest.
2 runs0 likes2 downloads2 reach1 impact
A RapidMiner Workflow.
2 runs0 likes2 downloads2 reach0 impact
R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
404 runs0 likes2 downloads2 reach8 impact
Learner classif.rpart from package(s) rpart.
3 runs0 likes2 downloads2 reach3 impact
Ross J. Quinlan: Learning with Continuous Classes. In: 5th Australian Joint Conference on Artificial Intelligence, Singapore, 343-348, 1992. Y. Wang, I. H. Witten: Induction of model trees for…
2 runs0 likes2 downloads2 reach2 impact
Geoffrey Holmes, Mark Hall, Eibe Frank: Generating Rule Sets from Model Trees. In: Twelfth Australian Joint Conference on Artificial Intelligence, 1-12, 1999. Ross J. Quinlan: Learning with Continuous…
2 runs0 likes2 downloads2 reach2 impact
Learner classif.avNNet from package(s) nnet.
2538 runs0 likes2 downloads2 reach0 impact
Learner classif.ada from package(s) ada.
2107 runs0 likes2 downloads2 reach0 impact
Learner classif.binomial from package(s) stats.
1918 runs0 likes2 downloads2 reach0 impact
Learner classif.randomForest from package(s) randomForest.
5 runs0 likes2 downloads2 reach1 impact
George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.
341 runs0 likes2 downloads2 reach341 impact
Weka implementation of SGD
604 runs0 likes2 downloads2 reach604 impact
Learner classif.rpart from package(s) rpart.
13 runs0 likes2 downloads2 reach13 impact
Y. Freund, R. E. Schapire: Large margin classification using the perceptron algorithm. In: 11th Annual Conference on Computational Learning Theory, New York, NY, 209-217, 1998.
106 runs0 likes2 downloads2 reach106 impact
No description
4 runs0 likes2 downloads2 reach2 impact
David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
353 runs0 likes2 downloads2 reach222 impact
Weka implementation of AttributeSelectedClassifier
530 runs0 likes2 downloads2 reach530 impact
Weka implementation of AttributeSelectedClassifier
460 runs0 likes2 downloads2 reach460 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
314 runs0 likes2 downloads2 reach314 impact
Learner classif.gbm from package(s) gbm.
11 runs0 likes2 downloads2 reach0 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
198 runs0 likes2 downloads2 reach198 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
131 runs0 likes2 downloads2 reach131 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
266 runs0 likes2 downloads2 reach266 impact
Weka implementation of FilteredClassifier
39 runs0 likes2 downloads2 reach1 impact
G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
233 runs0 likes2 downloads2 reach1 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…
145 runs0 likes2 downloads2 reach4 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…
50 runs0 likes2 downloads2 reach1 impact
Weka implementation of KernelLogisticRegression
108 runs0 likes2 downloads2 reach26 impact
Weka implementation of KernelLogisticRegression
90 runs0 likes2 downloads2 reach33 impact
Weka implementation of RBFNetwork
240 runs0 likes2 downloads2 reach37 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.
210 runs0 likes2 downloads2 reach58 impact
N. Littlestone (1988). Learning quickly when irrelevant attributes are abound: A new linear threshold algorithm. Machine Learning. 2:285-318. N. Littlestone (1989). Mistake bounds and logarithmic…
46 runs0 likes2 downloads2 reach37 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
206 runs0 likes2 downloads2 reach39 impact
Weka implementation of HyperPipes
270 runs0 likes2 downloads2 reach36 impact
Weka implementation of Ridor
258 runs0 likes2 downloads2 reach37 impact
Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
270 runs0 likes2 downloads2 reach35 impact
Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
176 runs0 likes2 downloads2 reach31 impact
Weka implementation of ConjunctiveRule
269 runs0 likes2 downloads2 reach27 impact
Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
257 runs0 likes2 downloads2 reach14 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.
245 runs0 likes2 downloads2 reach25 impact
Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
308 runs0 likes2 downloads2 reach17 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…
236 runs0 likes2 downloads2 reach13 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
1196 runs0 likes2 downloads2 reach671 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
298 runs0 likes2 downloads2 reach31 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
268 runs0 likes2 downloads2 reach55 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
175 runs0 likes2 downloads2 reach37 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
185 runs0 likes2 downloads2 reach9 impact
Weka implementation of CostSensitiveClassifier
3 runs0 likes2 downloads2 reach2 impact
Weka implementation of CostSensitiveClassifier
11 runs0 likes2 downloads2 reach10 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
363 runs0 likes2 downloads2 reach363 impact
Learner classif.gbm from package(s) gbm.
297 runs0 likes2 downloads2 reach1 impact
Learner classif.rpart from package(s) rpart.
293 runs0 likes2 downloads2 reach1 impact
Learner classif.svm from package(s) e1071.
297 runs0 likes2 downloads2 reach0 impact
Learner classif.glmboost from package(s) mboost.
76 runs0 likes2 downloads2 reach76 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,…
137 runs0 likes2 downloads2 reach118 impact