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Changes between Version 13 and Version 14 of Features/Genetic Programming


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Timestamp:
07/10/14 21:20:14 (10 years ago)
Author:
gkronber
Comment:

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  • Features/Genetic Programming

    v13 v14  
    3737Symbolic regression features:
    3838 * 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,...
    4040 * Visualization of model output: scatter plot, line chart, error characteristic curve
    4141 * Automatic simplification of models by transformation into a canonical form
     
    4343 * Manual simplification (pruning)
    4444 * Model export for LaTeX publications
     45 * Model export for Excel or MATLAB
    4546
    4647[[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/UsersSamples/GP_TowerResponse-screenshot.png, width=500)]]
     
    6263 * Manual simplification (pruning)
    6364 * Model export for LaTeX publications
     65 * Model export for Excel or MATLAB
    6466
    6567[[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/UsersSamples/GP_WisconsinDiagnostic-screenshot.png, width=500)]]
     
    8688
    8789== 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 you own formatter if necessary.
     90Solutions 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.
    8991
    9092The export functionality can be accessed via the `ViewHost` icon of the model view as shown in the screenshots below.
     
    9496[[Image(http://dev.heuristiclab.com/trac/hl/core/raw-attachment/wiki/Features/Genetic%20Programming/model_export2.png, width=700)]]
    9597 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%20GeneticProgramming/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)]]
    9799
    98100