Gepsoft GeneXproTools - Data Modeling & Analysis Software

Time 2020-12-30 19:03:28

Web Name: Gepsoft GeneXproTools - Data Modeling & Analysis Software

WebSite: http://www.gepsoft.com

ID:151191

Keywords:

Data,GeneXproTools,Gepsoft,

Description:

>> Data Modeling Software for Windows Innovative modeling software for students, educators, creative professionals & data buffs everywhere >> Modeling Frameworks & Algorithms Classification, logistic regression, regression, time series prediction, and logic synthesis >> Easy Data Loading for Categorical Numerical Data Load any kind of data from Excel, text files, databases and gep files >> Data Visualization & Analysis Variable importance, outlier detection, error analysis, histograms, summary statistics, and much more >> Sub-sampling Methods, Including Bagging Mini-Batch Fast processing of large datasets using the new mini-batch mode >> Model Code Generation Automatic model code generation in 19 programming languages for easy external deployment >> User Defined Programming Languages Model code in virtually any programming language through user defined grammars >> Model Deployment & Scoring Immediate model scoring within GeneXproTools or elsewhere using the code of your choice >> Automatic Model Deployment to Excel Automatic deployment of models and ensembles with code in Excel VBA >> Real Time Model Design Visualization Several curve fitting charts, ROC curve, confusion matrix, classification tapestry, scatter plots, and more >> Workflow Can Be Really Fast & Easy… Load training data, create a model with just a click, test it and then apply it >> …But it Can Be Involved Hundreds of parameters to set and combine to create very accurate models with great generalizability >> User Defined Modeling Tools for Enhanced Experience User defined grammars, math & logic functions, derived variables, favorite statistics and fitness functions >> Warm Start & Model Improvement / Refreshment Old models can be used both for improvement and to kick start the modeling process histograms, ROC curve, classification tapestry, several curve fitting charts, sorted line charts, stacked distribution chart, and much more >> Error analysis Outlier Detection Many tools for error analysis and outlier detection, including variable and record charts and statistics >> Over 100 New Fitness Functions For more robust and accurate regression models and classifiers with wider margins and better generalizability >> New Tools for Creating Ensembles & Random Forests Including new fitness functions, subset selection strategies, different bagging schemes, favorite statistics for model selection and new stop conditions >> New Genetic Operators & Modeling Strategies New genetic operators and modeling strategies for optimal evolution, subset selection, model fine-tuning and constant fine-tuning >> New Charts for Model Visualization & Selection New charts for model visualization selection in the Run Panel, Results Panel and Data Panel >> New Logistic Regression Category Complete integration of Logistic Regression with dedicated fitness functions, charts and code generation, including raw model output, probabilities predicted class Improved Model Code Generation Improved model code generation with probabilities, predicted class and raw model output for classification logistic regression models >> New Programming Languages New grammars to generate model code in R, Octave and Excel VBA >> More Variables and Unlimited Ensemble Size More variables and unlimited ensemble size for all GeneXproTools Editions >> Ensemble Deployment without Models Embedded New faster data-only deployment mode to Excel of large model random forests >> Favorite Statistics in all Categories Favorite statistics for model selection ensemble design, including AUC ROC, maximum likelihood, F1 measure, correlation coefficient, R-square, RMSE, MAE, and many more >> And Much More Speed-ups, new linking functions, evolvable rounding thresholds, new and better charts, adjustable parsimony pressure variable pressure, and much much more A hybrid algorithm that brings together the power of standard logistic regression and evolutionary modeling. The core models are created using nonlinear evolutionary techniques and, therefore, are usually much more accurate than the simple logistic regression model. Also based on nonlinear methods and functions, the classification algorithms of GeneXproTools can automatically find accurate decision boundaries to recognize the patterns in your data. And by combining different models, you can easily create model ensembles with as many models as you wish. Much more than the simple multilinear regression algorithm. And easy to use too as no knowledge of sophisticated linear algebra or advanced mathematics and statistics are required. Allows not only the design of nonlinear forecasting models from univariate time series data but also recursive prediction. Time series data can also be modeled using the nonlinear regression techniques of Regression Framework of GeneXproTools. A different approach to the automatic design and optimization of logic circuits, using all kinds of logical functions (a total of 258 built-in logical functions), including the canonical Boolean functions AND, OR, and NOT. It’s also an essential tool for simplifying all kinds of logic circuits no matter the gates used to build them. >> Multicore Batch Processor of GeneXproTools Runs Design and manage thousands of models created with different datasets and parameters >> Workflow & Job Definition Files Start with an initial GeneXproTools run and an XML job definition file with the detailed job description >> Job Output Results Job results are stored in XML format and can be easily read by your systems >> GeneXproServer API Create complex workflows and create models directly from your code >> Automated Forecasting Generate automatic forecasts either from code or with job definitions >> Standalone & Add-on Installations Besides the add-on installation it also contains an installer for deployment on multiple computers >> License You must own at least one license of GeneXproTools 5.0 before purchasing GeneXproServer Try GeneXproTools for free for 30 days! Read more... Academic licenses of all GeneXproTools editions are available at a discount for education institutions students. Bundles of GeneXproTools GeneXproServer are available at a discount price for all editions of GeneXproTools, including academic editions. "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 "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 ScientistNew 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

TAGS:Data GeneXproTools Gepsoft 

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