Derek's flows

Weka implementation of CostSensitiveClassifier

Weka implementation of RandomizableFilteredClassifier

Weka implementation of RandomizableFilteredClassifier

Weka implementation of RandomizableFilteredClassifier

Weka implementation of RandomizableFilteredClassifier

Weka implementation of FilteredClassifier

Weka implementation of FilteredClassifier

Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.

Weka implementation of CostSensitiveClassifier

Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).

Weka implementation of FilteredClassifier

Weka implementation of FilteredClassifier

Weka implementation of CostSensitiveClassifier

Weka implementation of CostSensitiveClassifier

Weka implementation of FilteredClassifier

Weka implementation of CostSensitiveClassifier

Weka implementation of CostSensitiveClassifier

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…

E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.

Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.

William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.

le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.

Weka implementation of LinearRegression

Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.

Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.

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,…

Weka implementation of PolyKernel

Weka implementation of SimpleLinearRegression

Weka implementation of MultiSearch

Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.

Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.

Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.

Weka implementation of MultilayerPerceptron

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…

D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.