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GeneXproTools
CODE: GeneXproTools
www.gepsoft.com
SETUP EXE 4.0.954+FULLVERSION
PLEASE READ MANUAL INSTALLATION - CLICK HERE!!!
Data Modeling with GeneXproTools
GeneXproTools is an easy to learn and use modeling system that takes you from data loading to model creation and analysis with a minimum number of steps. It can be used in many different fields such as risk management, financial services, marketing, and in most scientific research areas to extract knowledge from multivariate data, giving you insights into hidden patterns and relationships. GeneXproTools creates models for Function Finding, Logistic Regression, Classification, Time Series Prediction and Logic Synthesis problems. You can export the models to 16 different programming languages ready to be integrated with your backend systems or you can use the included scoring system to process new data.
GeneXproTools has a modern and clean interface that lets you choose between a hands-off minimal fuss approach and an advanced down to the smallest detail operation. It also brings the power of modern learning algorithms to the desktop integrating the latest advances in evolutionary computation with standard statistical measures and techniques producing best of breed models and giving you an edge over using both approaches separately. GeneXproTools is also an extensible platform that lets you create your own fitness functions and two types of custom functions (UDFs and DDFs) using JavaScript. It is also possible to add fitness functions written in different languages when wrapped in a COM component. Finally the code generation infrastructure can easily be extended with the addition of new grammars which are simple XML files.
Logistic Regression Analytics Platform
The goal in Logistic Regression is to assign probabilities to model scores, creating a reliable ranking system that can be used straightaway to evaluate the risk involved in financial and insurance applications, to rank potential respondents in a marketing campaign, or to evaluate the risk of contracting a disease.
The Logistic Regression Framework of GeneXproTools builds on the models it generates with its evolutionary algorithms and then applies the canonical logistic regression technique to estimate probabilities for each model score. And once you know the probability of an event, you can also make categorical predictions and consequently infer crisp confusion matrixes.
Thus, with its new Logistic Regression Framework, GeneXproTools offers a highly robust hybrid system in which sophisticated multivariate nonlinear models are easily created by evolution and then empowered by traditional statistical modeling techniques.
With the Logistic Regression Framework of GeneXproTools you can:
- Perform Quantile Analysis and Regression of your model scores
- Build and analyze ROC Curves
- Determine Optimal Cutoff Points for your model scores
- Perform detailed analyses of Gains and Lift Charts
- Create powerful Logistic Regression Models
- Assign probabilities to your model scores
- Build and analyze Logistic Fit Charts
- Infer and analyze Logistic and ROC Confusion Matrixes
- Test the predictive accuracy of your models on unseen data
- Rank new cases easily using the Logistic Regression Scoring Engine
- Explore vast solution spaces with a wide set of fitness functions
- Evolve models using different class encodings
- Convert Classification runs to the Logistic Regression Platform
- Convert Logistic Regression runs to the Classification Platform
Microsoft award winning GeneXproTools is an extremely flexible modeling tool designed for Function Finding, Logistic Regression, Classification, Time Series Prediction, and Logic Synthesis. GeneXproTools is very easy to use and as soon as you learn how to load your data, you will be able to generate a model immediately as GeneXproTools comes with a series of templates that only require a mouse click for you to design a good model. There are four editions of GeneXproTools: Standard, Advanced, Professional, and Enterprise. Academic Versions are available both for the Professional and Enterprise editions.
GeneXproTools can process datasets with tens of thousands of variables and effortlessly extract the most significant features and their relationships. GeneXproTools is also a very user-friendly application simplifying the access to all types of data stores from raw text files to databases and Excel spreadsheets. You don't need to know any programming language to create accurate and complex models. GeneXproTools provides all the necessary features to load training and testing sets, generate models, perform statistical analysis of the results and apply immediately the model to any new database using its flexible scoring engine. If you want to integrate the generated models with other applications, GeneXproTools lets you translate them to up to 16 different programming languages (Ada, C, C++, C#, Fortran, Java, Java Script, Matlab, Pascal, Perl, PHP, Python, Visual Basic, VB.Net, Verilog, and VHDL).
High quality models
GeneXproTools generates models that are at the same time very accurate and have a high power of generalization. You can observe and test these characteristics using the twelve sample runs that ship with GeneXproTools or by using your own data. In demo mode, GeneXproTools lets you load your data, create models and review the statistical analysis of those models. With the sample runs there are no restrictions and thus you can explore and learn the complete workflow, from model structure and code generation to model evaluation and model simplification. The models created from your own data in demo mode are unlocked as soon as you purchase a license of GeneXproTools. The application can function in demo mode indefinitely.Unlimited variables and samples
This new version of GeneXproTools can process any number of samples and variables, limited only by the computer resources available. In practical terms a modern computer processes datasets with over one or two million cells effortlessly, processing, in this case, around five generations per second using the default settings. The new file format can load this amount of data in a few seconds and store it very efficiently.Easy to use
GeneXproTools is by far the most accessible predictive modeling tool in the market hiding the complexity behind simple wizards and concepts familiar to anyone with basic computer knowledge. Around the world people with all levels of expertise are making groundbreaking discoveries and creating extraordinary new products because GeneXproTools provides the ideal modeling platform for any research field.At first sight GeneXproTools is a surprisingly simple data analysis application. And you can use it at that level and still reap all the benefits of a revolutionary modeling platform. As your knowledge of the tool progresses you will find many new ways of increasing the effectiveness of your work and improve your results even further.
If you need more information on how to use GeneXproTools in your field contact us and we will work with you to determine the methods and possibilities that GeneXproTools can bring to your work or research.
Run Panel - Function Finding & Time Series
Note the realtime Curve Fitting chart at the bottom right of the image.Functions Panel
This is the management screen with support for random function selection and user defined functions.Results Panel - Classification & Logic Synthesis
In the Results Panel you can chart large sets of data.Results Panel - Function Finding
You can also analyse your models with many different statistical measuresPredictions Panel
Time Series models are analyzed in the Predictions panelPredictions Panel
In this image you can see the test part of a Time Series.History Panel
All the run models can be tested and sorted.Model Panel
Translate any model to sixteen different programming languages.Scoring Panel
Easy data scoring with a convenient snapshot of the first few samplesScoring Panel
Database and Excel files scoring screen.
Videos
This quick tour to Classification uses a well-known dataset for diagnosing breast cancer as either benign (0) or malignant (1). It covers all the basic steps of predictive modeling, including: (1) Loading training and testing data, (2) Creating a model, (3) Evaluating the predictive accuracy of a model, (4) Generating code automatically, (5) Optimizing a model, (6) Simplifying a model, (7) Choosing the set of functions to work with, (8) Choosing different architectures or model plans, (9) Experimenting with different numerical constants, (10) Exploring different fitness functions, and (11) Making predictions with the evolved models. All the video takes are real-time modeling sessions without cuts to give you a feel for how easy it is to model with GeneXproTools. The dataset used throughout the video consists of a total of 524 cases, of which 350 are used for training (that is, for building the models) and 174 for testing the predictive accuracy of the generated models.
This quick tour to Function Finding shows how to do nonlinear regression with GeneXproTools using real-world production data of 446 firms with three independent variables. It covers all the basic steps of evolutionary modeling, including: (1) Loading training and testing data, (2) Creating a model, (3) Evaluating the predictive accuracy of a model, (4) Generating code automatically, (5) Optimizing a model, (6) Simplifying a model, (7) Choosing the set of mathematical functions to work with, (8) Choosing different architectures or model plans, (9) Experimenting with different numerical constants, (10) Exploring different fitness functions, and (11) Making predictions with the evolved models. All the video takes are real-time modeling sessions without cuts to give you a feel for how easy it is to model with GeneXproTools. In this particular case, you’ll see that explaining Production as a function of Labor, Material, and Capital is an easy problem for GeneXproTools and exceptionally good models are obtained in virtually all runs.
This quick tour to Time Series Prediction shows how easy it is to make predictions with GeneXproTools using Dow-Jones industrial historical data. It covers all the basic steps of predictive modeling, including: (1) Loading and transforming a time series, (2) Creating models in testing mode, (3) Evaluating the predictive power of a model, (4) Creating models in prediction mode, (5) Generating code automatically, (6) Optimizing a model, (7) Simplifying a model, (8) Experimenting with different embedding dimensions and delay times, (9) Choosing the set of mathematical functions to work with, (10) Choosing different architectures or model plans, (11) Experimenting with different numerical constants, and (12) Exploring different fitness functions. All the video takes are real-time modeling sessions without cuts to give you a feel for how easy it is to make predictions with GeneXproTools. For all the runs of this video, each value from the original raw time series (data file dj.dat obtained from the Time Series Data Library) was replaced by its moving average using a smoothing period of 10.
This quick tour to Logic Synthesis uses the well-known odd-3-parity function which, of the logical functions with three inputs, is one of the hardest to model with learning algorithms. The video covers all the basic steps of logic circuit design with GeneXproTools, including: (1) Loading the rule table, (2) Creating logic circuits with only NOT-AND-OR, (3) Simplifying a logic circuit, (4) Generating code automatically in 16 programming languages, (5) Exploring different linkers, (6) Creating logic circuits with just NAND gates, (7) Creating logic circuits with just NOR gates, (8) Creating logic circuits with just MUX gates, (9) Creating logic circuits with only NOT-AND-XOR, (10) Creating logic circuits using all kinds of gates and convert them immediately into canonical logical systems, (11) Optimizing a logic circuit, and (12) Exploring different fitness functions. All the video takes are real-time modeling sessions without cuts to give you a feel for how easy it is to design logic circuits with GeneXproTools.
Filename Filesize GeneXproTools 4.0.954 Enterprise Edition.rar 27,143 Kb
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