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…
563 runs0 likes2 downloads2 reach37 impact
Weka implementation of RBFNetwork
240 runs0 likes2 downloads2 reach37 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
Weka implementation of Ridor
258 runs0 likes2 downloads2 reach37 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
175 runs0 likes2 downloads2 reach37 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.
49 runs0 likes3 downloads3 reach37 impact
Weka implementation of FilteredClassifier
38 runs0 likes0 downloads0 reach37 impact
Weka implementation of FilteredClassifier
37 runs0 likes0 downloads0 reach37 impact
Weka implementation of FilteredClassifier
38 runs0 likes0 downloads0 reach37 impact
Weka implementation of FilteredClassifier
37 runs0 likes0 downloads0 reach37 impact
Weka implementation of FilteredClassifier
38 runs0 likes0 downloads0 reach37 impact
Weka implementation of FilteredClassifier
37 runs0 likes0 downloads0 reach37 impact
Weka implementation of FilteredClassifier
38 runs0 likes0 downloads0 reach37 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…
41 runs0 likes2 downloads2 reach36 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
2511 runs0 likes2 downloads2 reach36 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…
37 runs0 likes2 downloads2 reach36 impact
Weka implementation of HyperPipes
270 runs0 likes2 downloads2 reach36 impact
Moa implementation of SPegasos
245 runs0 likes2 downloads2 reach36 impact
Weka implementation of FilteredClassifier
36 runs0 likes0 downloads0 reach36 impact
Automatically created sub-component.
45 runs0 likes1 downloads1 reach35 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
2487 runs0 likes3 downloads3 reach35 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
45 runs0 likes2 downloads2 reach35 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
41 runs0 likes2 downloads2 reach35 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
40 runs0 likes2 downloads2 reach35 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
41 runs0 likes2 downloads2 reach35 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
Weka implementation of CostSensitiveClassifier
36 runs0 likes1 downloads1 reach35 impact
Weka implementation of CostSensitiveClassifier
36 runs0 likes1 downloads1 reach35 impact
A decision tree classifier.
41 runs0 likes0 downloads0 reach35 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
Moa implementation of HoeffdingOptionTree
61 runs0 likes2 downloads2 reach34 impact
G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
272 runs0 likes2 downloads2 reach33 impact
J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
45 runs0 likes2 downloads2 reach33 impact
Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
33 runs0 likes0 downloads0 reach33 impact
Weka implementation of KernelLogisticRegression
90 runs0 likes2 downloads2 reach33 impact
Moa implementation of StackingAttemptV2
52 runs0 likes2 downloads2 reach33 impact
Moa implementation of ASHoeffdingTree
65 runs0 likes2 downloads2 reach33 impact
Automatically created scikit-learn flow.
50 runs0 likes0 downloads0 reach33 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.
44 runs0 likes2 downloads2 reach32 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…
47 runs0 likes2 downloads2 reach32 impact
Moa implementation of MajorityVoteEnsemble
64 runs0 likes2 downloads2 reach32 impact
Learner classif.rpart from package(s) rpart.
31 runs0 likes3 downloads3 reach31 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
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
Learner mlr.classif.glmnet from package(s) glmnet.
33 runs0 likes0 downloads0 reach31 impact
Weka implementation of ZeroR
32 runs0 likes1 downloads1 reach30 impact
Weka implementation of FilteredClassifier
168 runs0 likes0 downloads0 reach30 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
37 runs0 likes2 downloads2 reach30 impact
Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
41 runs0 likes4 downloads4 reach30 impact
R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
29 runs0 likes0 downloads0 reach29 impact
Weka implementation of IterativeClassifierOptimizer
163 runs0 likes0 downloads0 reach28 impact
Weka implementation of CostSensitiveClassifier
28 runs0 likes0 downloads0 reach28 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.
30 runs0 likes0 downloads0 reach28 impact
Weka implementation of CostSensitiveClassifier
30 runs0 likes0 downloads0 reach28 impact
Automatically created scikit-learn flow.
31 runs0 likes0 downloads0 reach28 impact
Automatically created scikit-learn flow.
73428 runs0 likes1 downloads1 reach28 impact
Flow generated by run_task
29 runs0 likes0 downloads0 reach27 impact
Weka implementation of ConjunctiveRule
269 runs0 likes2 downloads2 reach27 impact
Automatically created scikit-learn flow.
28 runs0 likes0 downloads0 reach27 impact
Automatically created scikit-learn flow.
88 runs0 likes7 downloads7 reach26 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
Weka implementation of CostSensitiveClassifier
26 runs0 likes0 downloads0 reach26 impact
Weka implementation of KernelLogisticRegression
108 runs0 likes2 downloads2 reach26 impact
Automatically created scikit-learn flow.
34 runs0 likes0 downloads0 reach26 impact
Automatically created scikit-learn flow.
27 runs0 likes0 downloads0 reach26 impact
Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
518 runs0 likes2 downloads2 reach25 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
Moa implementation of StackingAttempt
27 runs0 likes2 downloads2 reach25 impact
Automatically created scikit-learn flow.
46 runs0 likes0 downloads0 reach25 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.
27 runs0 likes0 downloads0 reach24 impact
Automatically created sub-component.
24 runs0 likes0 downloads0 reach24 impact
Moa implementation of StackingAttemptV2
27 runs0 likes2 downloads2 reach24 impact
Flow generated by openml_run
33 runs0 likes7 downloads7 reach24 impact
Weka implementation of RandomizableFilteredClassifier
26 runs0 likes0 downloads0 reach24 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…
29 runs0 likes0 downloads0 reach24 impact
Automatically created scikit-learn flow.
24 runs0 likes0 downloads0 reach24 impact
Learner classif.rpart from package(s) rpart.
23 runs0 likes1 downloads1 reach23 impact
Moa implementation of StackingAttempt
27 runs0 likes2 downloads2 reach23 impact
Moa implementation of StackingAttempt
28 runs0 likes2 downloads2 reach23 impact
Classifier implementing the k-nearest neighbors vote.
23 runs0 likes0 downloads0 reach23 impact
Automatically created sub-component.
23 runs0 likes0 downloads0 reach22 impact
Weka implementation of BayesNet
210 runs0 likes4 downloads4 reach22 impact
Moa implementation of StackingAttempt
27 runs0 likes2 downloads2 reach22 impact
Weka implementation of FilteredClassifier
32 runs0 likes0 downloads0 reach22 impact
Automatically created sub-component.
22 runs0 likes0 downloads0 reach21 impact
Weka implementation of CostSensitiveClassifier
21 runs0 likes0 downloads0 reach21 impact
Learner mlr.classif.rpart from package(s) rpart.
25 runs0 likes0 downloads0 reach21 impact
Weka implementation of MultiSearch
22 runs0 likes0 downloads0 reach21 impact
Automatically created scikit-learn flow.
21 runs0 likes0 downloads0 reach21 impact
Automatically created scikit-learn flow.
20 runs0 likes0 downloads0 reach20 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
140 runs0 likes2 downloads2 reach20 impact
Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
31 runs0 likes2 downloads2 reach20 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
Learner classif.gbm from package(s) gbm.
148 runs0 likes3 downloads3 reach20 impact
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…
23 runs0 likes0 downloads0 reach20 impact
Learner mlr.classif.randomForest from package(s) randomForest.
31 runs0 likes0 downloads0 reach19 impact
Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
19 runs0 likes0 downloads0 reach18 impact
Weka implementation of CostSensitiveClassifier
20 runs0 likes0 downloads0 reach18 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.
22 runs0 likes0 downloads0 reach18 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…
1553 runs0 likes3 downloads3 reach18 impact