Flow
Learner mlr.classif.rpart from package(s) rpart.
1028856 runs0 likes1 downloads1 reach1028855 impact
Learner mlr.classif.svm from package(s) e1071.
937925 runs0 likes2 downloads2 reach937923 impact
Learner mlr.classif.kknn from package(s) !kknn.
119520 runs0 likes0 downloads0 reach115750 impact
Learner mlr.classif.rpart from package(s) rpart.
97266 runs0 likes1 downloads1 reach93208 impact
Learner mlr.classif.svm from package(s) e1071.
74430 runs0 likes1 downloads1 reach72140 impact
Learner mlr.classif.ranger from package(s) ranger.
64881 runs0 likes1 downloads1 reach64861 impact
Learner mlr.classif.kknn from package(s) !kknn.
16688 runs0 likes0 downloads0 reach16635 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,…
10467 runs0 likes6 downloads6 reach10428 impact
Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
9544 runs0 likes6 downloads6 reach9433 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
Automatically created scikit-learn flow.
5608 runs0 likes0 downloads0 reach5608 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
3638 runs0 likes3 downloads3 reach3503 impact
Weka implementation of MultilayerPerceptron
3391 runs0 likes8 downloads8 reach3391 impact
Learner mlr.regr.rpart from package(s) rpart.
2970 runs0 likes0 downloads0 reach2970 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
3098 runs0 likes14 downloads14 reach2965 impact
Learner mlr.regr.ksvm from package(s) kernlab.
2954 runs0 likes2 downloads2 reach2954 impact
Learner mlr.regr.randomForest from package(s) randomForest.
2739 runs0 likes0 downloads0 reach2739 impact
Learner mlr.regr.lm from package(s) stats.
2712 runs0 likes0 downloads0 reach2712 impact
Learner mlr.regr.pcr from package(s) pls.
2707 runs0 likes0 downloads0 reach2708 impact
Learner mlr.regr.rvm from package(s) kernlab.
2684 runs0 likes0 downloads0 reach2684 impact
Code to run H2O through MLR. https://github.com/meta-QSAR/rmetaqsar/blob/master/fnc-deeplrn.R
2556 runs0 likes1 downloads1 reach2556 impact
Learner mlr.regr.penalized.ridge from package(s) !penalized.
2508 runs0 likes0 downloads0 reach2508 impact
Learner mlr.classif.rpart from package(s) rpart.
2492 runs0 likes0 downloads0 reach2460 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
Learner mlr.regr.rsm from package(s) rsm.
2203 runs0 likes0 downloads0 reach2203 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
2900 runs0 likes6 downloads6 reach2064 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,…
1833 runs0 likes3 downloads3 reach1805 impact
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
1717 runs0 likes3 downloads3 reach1691 impact
Moa implementation of BlastDecayed
5124 runs0 likes2 downloads2 reach1422 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.
1391 runs0 likes7 downloads7 reach1387 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,…
1448 runs0 likes2 downloads2 reach1316 impact
Weka implementation of FilteredClassifier
1216 runs0 likes4 downloads4 reach1214 impact
Learner mlr.classif.rpart.preproc from package(s) rpart.
2374 runs0 likes0 downloads0 reach1191 impact
Weka implementation of FilteredClassifier
1189 runs0 likes2 downloads2 reach1188 impact
Weka implementation of RandomTree
1218 runs0 likes2 downloads2 reach1181 impact
Weka implementation of REPTree
1213 runs0 likes2 downloads2 reach1175 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 AttributeSelectedClassifier
1166 runs0 likes3 downloads3 reach1165 impact
Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
1201 runs0 likes2 downloads2 reach1164 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
1435 runs0 likes5 downloads5 reach1161 impact
Weka implementation of ConjunctiveRule
1201 runs0 likes2 downloads2 reach1159 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
1201 runs0 likes2 downloads2 reach1156 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
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
Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
1183 runs0 likes2 downloads2 reach1146 impact
Weka implementation of RBFClassifier
1187 runs0 likes2 downloads2 reach1135 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
William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
1207 runs0 likes2 downloads2 reach1112 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
Weka implementation of InputMappedClassifier
1203 runs0 likes2 downloads2 reach1111 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
Weka implementation of DecisionStump
1209 runs0 likes3 downloads3 reach1099 impact
Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European…
1208 runs0 likes3 downloads3 reach1097 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
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
Weka implementation of HyperPipes
1207 runs0 likes2 downloads2 reach1090 impact
Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
1088 runs0 likes1 downloads1 reach1088 impact
Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
1189 runs0 likes2 downloads2 reach1088 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
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
3106 runs0 likes9 downloads9 reach963 impact
Weka implementation of REPTree
932 runs0 likes11 downloads11 reach894 impact
le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
875 runs0 likes5 downloads5 reach875 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,…
868 runs0 likes3 downloads3 reach831 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
Weka implementation of SGD
869 runs0 likes2 downloads2 reach821 impact
Learner mlr.classif.xgboost from package(s) xgboost.
819 runs0 likes0 downloads0 reach814 impact
Learner mlr.classif.glmnet from package(s) glmnet.
796 runs0 likes0 downloads0 reach790 impact
Weka implementation of KernelLogisticRegression
794 runs0 likes2 downloads2 reach783 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.
1203 runs0 likes8 downloads8 reach777 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
775 runs0 likes3 downloads3 reach747 impact
G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
40298 runs0 likes11 downloads11 reach728 impact
Weka implementation of ZeroR
892 runs0 likes14 downloads14 reach722 impact
Weka implementation of FilteredClassifier
740 runs0 likes0 downloads0 reach718 impact
Weka implementation of SGD
856 runs0 likes2 downloads2 reach700 impact
Learner mlr.classif.ranger from package(s) ranger.
693 runs0 likes0 downloads0 reach692 impact
Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
2925 runs0 likes10 downloads10 reach683 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
R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
739 runs0 likes8 downloads8 reach648 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.
786 runs0 likes16 downloads16 reach642 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.
1046 runs0 likes4 downloads4 reach621 impact
Weka implementation of BayesNet
10761 runs0 likes4 downloads4 reach619 impact
Weka implementation of SGD
604 runs0 likes2 downloads2 reach604 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
630 runs0 likes3 downloads3 reach598 impact
Flow generated by run_task
574 runs0 likes1 downloads1 reach569 impact
Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.
636 runs0 likes2 downloads2 reach568 impact
Weka implementation of ZeroR
903 runs0 likes8 downloads8 reach565 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,…
698 runs0 likes3 downloads3 reach536 impact
Weka implementation of REPTree
1093 runs0 likes3 downloads3 reach530 impact
Weka implementation of AttributeSelectedClassifier
530 runs0 likes2 downloads2 reach530 impact
D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
671 runs0 likes3 downloads3 reach515 impact
Weka implementation of FilteredClassifier
509 runs0 likes0 downloads0 reach504 impact
William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
621 runs0 likes3 downloads3 reach502 impact
Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
615 runs0 likes4 downloads4 reach500 impact
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
492 runs0 likes1 downloads1 reach491 impact
Weka implementation of AttributeSelectedClassifier
486 runs0 likes2 downloads2 reach485 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.
543 runs0 likes2 downloads2 reach483 impact
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
482 runs0 likes3 downloads3 reach470 impact
Weka implementation of AttributeSelectedClassifier
460 runs0 likes2 downloads2 reach460 impact
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
462 runs0 likes0 downloads0 reach448 impact
Weka implementation of CostSensitiveClassifier
423 runs0 likes1 downloads1 reach426 impact