id summary status owner type priority milestone 2613 Improve missing values handing in GBT assigned fholzing defect medium HeuristicLab 3.3.17 2812 Use ConstrainedValueParameters in GaussianProcessRegression assigned fholzing feature request medium HeuristicLab 3.3.17 2983 Rational Polynomial Regression new feature request medium HeuristicLab 3.3.17 2990 Variable-Impact-based Feature Selection accepted pfleck feature request medium HeuristicLab 3.3.17 3036 Add help for the formula structure input for non-linear regression new defect medium HeuristicLab 3.3.17 1739 It should be possible to stop or interrupt fixed data analysis algorithms (wrappers) new gkronber feature request low HeuristicLab 3.3.x Backlog 2033 Additive covariance function new gkronber feature request low HeuristicLab 3.3.x Backlog 2654 Neural network model does not scale input variables new defect medium HeuristicLab 3.3.x Backlog 2767 Allow factor variables in decision tree algorithms especially GBT new feature request medium HeuristicLab 3.3.x Backlog 2772 Provide full functionality of glmnet package new feature request medium HeuristicLab 3.3.x Backlog 2773 It should be possible to pause / stop the NLR algorithm new feature request medium HeuristicLab 3.3.x Backlog 2987 Implement MOEA/D algorithm in HeuristicLab accepted bburlacu feature request medium HeuristicLab 3.3.x Backlog 3022 Implement FFX (Fast Function Extraction) in HeuristicLab accepted gkronber enhancement medium HeuristicLab 3.3.x Backlog 3080 Wrapper for native XGBoost new feature request medium HeuristicLab 3.3.x Backlog 3106 Implementation of Analytic Continued Fractions for Regression new gkronber enhancement medium HeuristicLab 3.3.x Backlog 3116 Generalized additive models with multi-variate (2d, 3d) base learners accepted gkronber feature request medium HeuristicLab 3.3.x Backlog 2498 Improve Gaussian process training and inference to support larger datasets new defect medium HeuristicLab 4.0 2842 DataAnalysisAlgorithms should all produce a result with the same name (Solution) new gkronber enhancement medium HeuristicLab 4.0 2899 Description of GBM algorithm is wrong new defect medium HeuristicLab 4.0 1665 If the random seed is specified for a cross-validation then the same seed is used for each fold assigned gkronber defect high HeuristicLab 4.x Backlog 2057 Parameter-tuning for support vector machine assigned gkronber feature request medium HeuristicLab 4.x Backlog 2073 One-vs-one approach for multi-class classification new gkronber feature request medium HeuristicLab 4.x Backlog 2434 Cross-validation should allow specification of folds using a variable of the dataset accepted gkronber enhancement medium HeuristicLab 4.x Backlog 2474 Correctly support parameters for all kernels for libsvm assigned gkronber defect lowest HeuristicLab 4.x Backlog 2537 Support ISymbolicRegressionSolutions as mean function for Gaussian Processes new feature request medium HeuristicLab 4.x Backlog 2552 Initialization of Gaussian process hyper-parameters should be implemented specifically in the mean and covariance functions new enhancement medium HeuristicLab 4.x Backlog 2678 Simplify specification of kernels for Gaussian processes new enhancement lowest HeuristicLab 4.x Backlog 2838 NLR algorithm should support stopping and maybe even pausing new gkronber enhancement low HeuristicLab 4.x Backlog 2893 Bayesian Nonlinear Regression assigned gkronber feature request low HeuristicLab 4.x Backlog 2929 Prioritized Grammar Enumeration for HeuristicLab new feature request medium HeuristicLab 4.x Backlog 2886 Implement Naive Grammar Enumeration for Symb. Regression accepted lkammere feature request medium 3098 CrossValidation does not dispose resources (SemaphoreSlim and ManualResetEventSlim) new defect medium