Closed HeuristicLab-Trac-Bot closed 12 years ago
Added new files for data analysis feature exploration with r4197.
Changed R² evaluator to return 0 when the estimated values contain NaN values with r4202.
Changed operator to adapt the target distribution for dynamic operator equalization to use scaled (0..1) qualities and treat minimization problem correctly with r4222.
Corrected calculation of relative quality in dynamic depth limit comparator to work correctly for maximization problems and changed operator to update best of run quality immediately with r4223.
Added experimental anti-overfitting code to dynamic operator equalizer to prevent code growth when the current validation quality is below the best validation quality with r4224.
- Minor adaption of existing symbolic regression classes.
Added significant improvement check to dynamic operator equalization with r4227.
Fixed calculation of relative quality for maximization problems in DDL with r4228.
Added operator to apply covariant parsimony pressure with r4233.
Moved multi-variate data analysis plugins out of the trunk into a feature exploration branch with r4235.
Removed trunk copy of
HeuristicLab.Problems.MultiVariate.Regression
and adapted Files.txt with r4242.
Added complexity reduction scheme based on validation performance for CPP with r4255.
Added correlation-based overfitting detection analyzer with r4271.
- added output parameter for validation quality to validation analyzer
- added input parameter for validation quality to overfitting analyzer
- fixed bugs in pruning operator with
Changed
OverfittingAnalyzer
to make overfitting boundaries more fuzzy through upper and lower limits for correlations instead of a hard limit with r4326.
Added views to export symbolic expression trees as latex and graphviz expressions with r4327.
Extended covariant parsimony pressure operator to make it possible to apply pressure over the whole run, increasing the avg. tree size gradually and decreasing it when overfitting with r4329.
Restored erroneously deleted plugin for multi-variate regression with r4339.
added minimal size parameter for pruning operator with r4350.
Added model and solution classes for time series prognosis and added views for time series prognosis solutions with r4401.
Removed experimental classes from trunk to prepare for next release of HL with r4409.
copied evolutionary feature selection plugin from trunk into data analysis feature exploration branch with r4410.
removed experimental code from trunk to prepare for next HL release with r4411.
made DataAnalysisProblem and DataAnalysisProblemData and SymbolicTimeSeriesPrognosisSolution savable and added field for conditional evaluation to SymbolicTimeSeriesPrognosisSolution with r4457.
Fixed bug in scaled MSE evaluator for time series with r4460.
Changed symbolic simplifier to work for multi-variate models and return a symbolic expression tree that can be directly evaluated with r4462
Added support for automatic symbolic simplification and manual impact-guided pruning for symbolic time series prognosis solutions with r4463.
Fixed bugs in views for manual simplification of symbolic models with r4464.
Changed symbolic simplifier to handle time series specific terminals correctly with r4554.
Added classes and views for analysis of symbolic time series prognosis results with r4556.
r5010: commit of local changes in data-analysis feature exploration branch.
Adapted project files and solution file to make them compatible with the current trunk version with r5265.
- merged changes from trunk to data analysis exploration branch
- added fractional distance metric evaluator
Issue migrated from trac ticket # 1142
component: Problems.DataAnalysis | priority: high | resolution: obsolete
2010-08-11 12:55:30: @gkronber created the issue