Changes between Version 13 and Version 14 of Features/Genetic Programming
- Timestamp:
- 07/10/14 21:20:14 (10 years ago)
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Features/Genetic Programming
v13 v14 37 37 Symbolic regression features: 38 38 * Tree visualization of models 39 * Large range of accuracy metrics: MSE, MAE, relative error, R², NMSE 39 * Large range of accuracy metrics: MSE, MAE, relative error, R², NMSE,... 40 40 * Visualization of model output: scatter plot, line chart, error characteristic curve 41 41 * Automatic simplification of models by transformation into a canonical form … … 43 43 * Manual simplification (pruning) 44 44 * Model export for LaTeX publications 45 * Model export for Excel or MATLAB 45 46 46 47 [[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/UsersSamples/GP_TowerResponse-screenshot.png, width=500)]] … … 62 63 * Manual simplification (pruning) 63 64 * Model export for LaTeX publications 65 * Model export for Excel or MATLAB 64 66 65 67 [[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/UsersSamples/GP_WisconsinDiagnostic-screenshot.png, width=500)]] … … 86 88 87 89 == Exporting Solutions == 88 Solutions for symbolic regression or classification problems can be exported in different formats to make it possible to use the discovered formulas in other software. Currently we only support three textual export formats for data analysis models: MATLAB, LaTeX, and a generic prefix symbolic expression tree notation. However, it is very easy to implement youown formatter if necessary.90 Solutions for symbolic regression or classification problems can be exported in different formats to make it possible to use the discovered formulas in other software. Currently we support several textual export formats for data analysis models such as MATLAB, LaTeX, and Excel, as well as a generic prefix symbolic expression tree notation. It is very easy to implement your own formatter if necessary. 89 91 90 92 The export functionality can be accessed via the `ViewHost` icon of the model view as shown in the screenshots below. … … 94 96 [[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/Features/Genetic%20Programming/model_export2.png, width=700)]] 95 97 3. Select the desired export format in the drop-down box. 96 [[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/Features/Genetic%20 GeneticProgramming/model_export3.png, width=700)]]98 [[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/Features/Genetic%20Programming/model_export3.png, width=700)]] 97 99 98 100