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Discover the excitement & power of modeling with GeneXproTools!
Create powerful predictive models for Regression & Time Series Prediction,
Classification & Logistic Regression and explore Logic Synthesis.

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Gene Expression Programming

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.
Run Panel - Logistic Regression

New ROC Curve available during model design, both in Classification & Logistic Regression.
Run Panel - Time Series Prediction

Run Panel in Time Series Prediction with the Curve Fitting Chart at the bottom right.
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.
Data Panel

New Variable Importance Chart and variable statistics.

Error analysis by browsing misclassified records one by one.

Analyze the Histograms of all variables and all the models of the run.

Easily find model outliers. Note that they are highlighted both
in the chart and in the grid.

New Bivariate Line Chart for comparing and analyzing any pair of variables.

New data management tools for dataset partitioning and transformation.
Settings Panel

Several sampling schemes including bagging and mini-batch mode.
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.
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.
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.
Results Panel - Regression

In the Results Panel of Function Finding additional charts and statistics
are available for model evaluation and testing.
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.
History Panel

In the History Panel your models can be tested, sorted, deployed to Excel or deleted.
Model Panel

Graphical model visualization using Expression Trees, now with tooltips over each node.
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.
Scoring Panel

Easy model scoring within GeneXproTools with a convenient snapshot of the first 2000 records.

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3 8 4

"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


"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


"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

"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

"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

"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

"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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