HeuristicLab 3.3.17 - Pending

Changes to the previous release that are available in the daily build of our stable branch and will become part of the next release: ​Download HeuristicLab daily build binaries.

Features:

Ticket	Modified	Component	Summary
#3039	19 months	Encodings.SymbolicExpressionTreeEncoding	BTC (Balanced Tree Creator) for HeuristicLab
#2971	2 years	Problems.DataAnalysis	Intervals for RegressionProblemData/SymbolicRegressionSolution
#2968	2 years	Problems.DataAnalysis.Symbolic	Add a new formatter for symbolic expressions, which produces an infix expression as well as a list of all coefficient values
#3136	9 months	Problems.DataAnalysis.Symbolic	Structure templates for symbolic regression
#2969	16 months	Problems.DataAnalysis.Symbolic.Views	RunCollection view for runs with regression solutions that extracts all solutions and opens a partial dependence plot in which all solutions are overlayed
#3037	21 months	Scripting	Exclude assemblies from scripting

Enhancements:

Ticket	Modified	Component	Summary
#2898	21 months	Algorithms.DataAnalysis	Generalized additive models (GAM)
#3067	2 years	Encodings.SymbolicExpressionTreeEncoding	Crossover probability for SubtreeCrossover
#3081	3 years	Optimization.Operators	Add static calculation methods to all DiscreteDoubleValueModifiers
#3073	9 months	Problems.DataAnalysis	Constraints and Splitting for Interval Arithmetic
#3019	3 years	Problems.DataAnalysis.Symbolic	Implementation of the Pareto Front Analysis for Symbolic Classification Problems
#3095	14 months	Problems.DataAnalysis.Symbolic	Non-linear regression does not support power function
#3076	21 months	Problems.DataAnalysis.Symbolic.Regression	Interval Arithmetic Evaluators and Analyzers
#3042	3 years	Problems.DataAnalysis.Symbolic.Views	Remove progress bar after constant optimization error
#3027	2 years	Random	Provide a simple, efficient, and correct implementation to sample Gaussian random variables
#3045	2 years	Scripting.Views	Dialog for compilation warnings and errors
#3089	2 years	Tests	Explicitly fail tests on ReflectionTypeLoadExceptions and BadImageFormatExceptions

Bugs:

Ticket	Modified	Component	Summary
#2806	2 years	Algorithms.DataAnalysis	Positive class value setting from classification problems is not set correctly in classification ensemble solutions
#3030	3 years	Algorithms.DataAnalysis	RF/GBT SurrogateModel triggers unnecessary recalculation
#3099	13 months	Algorithms.DataAnalysis	Crossvalidation meta-alg ignores estimation limits from embedded symbolic regression problem
#3111	2 years	Algorithms.DataAnalysis	RandomForestClassification produces a result (RF Model Evaluation) incorrectly
#3113	21 months	Algorithms.DataAnalysis	Loading new data for Random Forest Solution results in an error
#3020	3 years	Algorithms.GeneticAlgorithm	The MutatorParameter of genetic algortihms is replaced during deserialization
#3100	21 months	Data	TriangularMatrix uses wrong base class
#3061	2 years	Encodings.SymbolicExpressionTreeEncoding	Typo in parameter name for SimpleSymbolicExpressionTreeGrammar.AddSymbols
#3018	21 months	Hive.Client	Interdependence between mutliple HiveJobManagerViews
#3024	21 months	Hive.General	Hive project owner unintentionally changes to first valid option
#3041	3 years	Hive.Server	IsDisposable is overwritten when slaves say Hello
#3033	3 years	Hive.Slave	Hive slave can register itself multiple times with different client ID
#2028	2 years	MainForm.WindowsForms	Viewhost does not propagate readonly state when switching views
#2996	2 years	Optimization	Exception when cloning IndexedDataRow
#3060	3 years	Optimization	Exceptions thrown in IOptimizer.StartAsync are sometimes unhandled
#3088	2 years	PluginInfrastructure	HeuristicLab crashes if Hive Job Manager is opened while samples page is still loading
#3054	2 years	Problems.DataAnalysis	Calculation of Variable Impacts with LDA does not work
#2985	2 years	Problems.DataAnalysis.Symbolic	TreeSimplifier simplifies non-constant subtrees to constant
#3051	3 years	Problems.DataAnalysis.Symbolic	Synchronization issue of data members with [ThreadStatic] attribute in Batch and Native interpreters
#3079	2 years	Problems.DataAnalysis.Symbolic	C# code generator for symbolic expressions produces incorrect output for AQ()
#3083	2 years	Problems.DataAnalysis.Symbolic	LaTeX output for symbolic regression models is incorrect for target variables which contain special symbols
#3121	9 months	Problems.DataAnalysis.Symbolic	Exception in IntervalArithmeticEvaluator when using Square or Cube symbols
#3126	21 months	Problems.DataAnalysis.Symbolic	Excessive use of memory caused by storing all Pareto-optimal solutions for multi-objective symbolic regression runs
#3053	2 years	Problems.DataAnalysis.Symbolic.Classification.Views	PositiveClass value cannot bet set in the SolutionComparisonView if classes have been names
#3115	19 months	Problems.DataAnalysis.Symbolic.Regression.Views	Method IsSolutionCompatible in PartialDependencePlotView is slow for datasets with string variables
#2973	3 years	Problems.DataAnalysis.Symbolic.Views	Maximizing VariableImpactView shows no data
#3038	2 years	Problems.DataAnalysis.Views	Residual Analysis does not display data points outside of training and test
#3094	13 months	Problems.DataAnalysis.Views	Exception in CrossValidationView
#3109	2 years	Problems.DataAnalysis.Views	RegressionSolutionLinechart shows empty DataPoints
#3125	19 months	Problems.DataAnalysis.Views	ErrorCharacteristicsCurveView cannot be displayed if baseline solutions cannot be calculated
#3023	4 years	Services.Authentication	Hive user creation sometimes fails due to unmet password requirements

Tasks:

Ticket	Modified	Component	Summary
#3032	3 years	Problems.DataAnalysis	Fixing cube root calculation for intervals and extending intervals operations
#3052	3 years	Problems.DataAnalysis.Symbolic	Provide a method in grammars to adapt variable symbols to a given dataset