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GeneXproTools
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GeneXproServer
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Gene Expression Programming
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Run Panel - Classification
It's at the Run Panel that models are designed and
visualized.
This image shows the new sophisticated Classification Scatter Plot in action.
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Run Panel - Logistic Regression
New ROC Curve available during model design, both in
Classification & Logistic Regression.
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Run Panel - Time Series
Prediction
Run Panel in
Time Series Prediction with the Curve Fitting Chart at the bottom
right.
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Run Panel - Regression
Regression and Time Series Prediction share the same
curve fitting charts for model design.
This image shows the newly introduced Scatter Plot.
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Data Panel
New Variable Importance Chart and variable statistics.
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Error analysis by browsing misclassified records one by one.
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Analyze the Histograms of all variables and all the models of the run.
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Easily find model outliers. Note that they are highlighted both
in the chart and in the grid.
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New Bivariate Line Chart for comparing and analyzing
any pair of variables.
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New data management tools for dataset partitioning
and transformation.
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Settings Panel
Several sampling schemes including bagging and mini-batch
mode.
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Functions Panel
This is the function management screen with new
tools for function set selection,
including a new feature to import function sets and
custom functions from other Runs.
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Results Panel - Classification
In the Results Panel you have access to the
Classification Tapestry both in
Logistic Regression and Classification. Note the extended statistics at the top.
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Results Panel - Logistic Regression
Binomial Fit Chart sorted by target, showing the Rounding Threshold
and highlighting
the misclassifications. It's available both for
logistic regression and classification models. |
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Results Panel - Regression
In the Results Panel of Function Finding additional charts
and statistics
are available for model evaluation and testing.
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Predictions Panel - Time Series Prediction
Time Series Prediction runs have a dedicated panel to make predictions. In the
picture above the chart shows the predictions using a blue dashed line.
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History Panel
In the History Panel your models can be tested, sorted, deployed to Excel or deleted.
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Model Panel
Graphical model visualization using Expression Trees,
now with tooltips over each node.
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Model Panel
Translate any model to 19 different programming languages, including
R, Matlab, Octave, Python, C++, C#, Java, Visual
Basic, VB.Net, Perl, PHP, etc.
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Scoring Panel
Easy model scoring within GeneXproTools with a convenient snapshot of the first
2000 records.
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Time Limited Trial
Try GeneXproTools for free for 30 days!
Read more...
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Academic licenses of all GeneXproTools editions
are available at a discount for education institutions
& students.
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Bundles of GeneXproTools & GeneXproServer are available at a discount price
for all editions of GeneXproTools, including academic editions.
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Subscribe to the GEP-List
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"Finally, a world class user interface in the field of genetic programming and
evolutionary computation !! GeneXproTools is simply unrivaled in its marvelous
user interface, the breadth of its Fitness Functions, the choice and flexibility
in Math and Logic functions, the clarity of its final Model Presentation,
and a built in panel for Scoring new data, right inside the interface.
This kind of functionality and ease of use has never been seen before
in the field of Genetic Programming. Additionally, Dr Ferreira's specific methodology
of Gene Expression Programming makes important contributions to the field of
evolutionary computation, and the various algorithms she has developed and
deployed inside of GeneXproTools are brilliantly conceived, and her methodologies
evolve highly predictive models that solve real business problems. GeneXproTools
is an extraordinary structural tour de force."
Brian C. Watt, CRM
Chief Risk Officer / Chief Financial Officer
GECC Inc, USA
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"I have been using GeneXproTools against a variety of drug research
related problems and have found the GUI to be readily-usable and well-attuned
to the stages of predictive modeling..."
Steven J Barrett, Ph.D
Principal Scientist
New Applications Team
Data Exploration Sciences
GlaxoSmithKline
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"Gene Expression Programming, combined with GeneXproTools,
allow us here at Mercator GeoSystems to explore new and exciting
methods for spatially modelling the relationship between a company's outlets
and their customers. The GeneXproTools software is simple to use, well-designed and
very flexible. In particular the ability to load training data from a database,
and the option to create models in the programming language of our choice,
really make this product stand out. Product support is excellent and very
responsive - heartily recommended!"
Steve Hall
Mercator GeoSystems Ltd
United Kingdom
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"As a professional software developer, I could have attempted
to read up on all the latest developments in the field of
evolutionary programming and start writing my own modeling tools.
One look at the GeneXproTools demo, however, was enough to convince me
of the absurdity of that thought. Not only does GeneXproTools have
all the power that I would ever need, but it also allows me to customize
all parts of the modeling process. I don't have to know the first thing
about evolutionary algorithms and yet I can write my own grammars or
fitness functions if I wanted to. It is obvious that a huge amount of work
went into the making of GeneXproTools, and I am now a very happy customer.
Keep up the great work, Gepsoft!"
Glenn Lewis
Software developer, USA
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"I've been working as a coastal engineer and mathematical modeler for more than
10 years and now I'm using GeneXproTools to discover complex nonlinear relations
that exist in hydraulic and wave processes. For example, GeneXproTools recently
helped me establish several explicit approximations to the Wave Dispersion Equation
and now with the new version, which allows more independent
variables, fitness functions and unlimited records, I plan to develop my own formulae
to evaluate the wave overtopping of breakwaters and seawalls. Thanks Gepsoft for
providing such an exciting, creative and useful software tool to the scientific community."
Ricardo Carvalho
PROMAN - Centro de Estudos & Projectos, SA
Lisbon, Portugal
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"GeneXproTools is being used to look at problems involving parasite populations,
where the data is highly skewed. The results using GeneXproTools are considerably
better than those obtained using conventional statistics."
Prof John Barrett
Head of the
Parasitology Group
University of Wales, UK
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"We are using GeneXproTools for modeling the rainfall-runoff process and time series forecasting.
GeneXproTools has a nice graphical user interface system and a lot of flexibility in choosing
the type of input file. Configuring the problem setup, running and visualizing the
graphical outputs with GeneXproTools is indeed user friendly. Being able to get the final model
in the languages of our choice makes GeneXproTools stand out from other packages."
Professor S. Mohan
Professor & Head of the Department
Department of Civil Engineering
Indian Institute of Technology, Madras
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