What’s New in GeneXproTools 5.0?
     
 
Home About Us Contact Blog
   
     
What's New Products Buy Now Downloads Forum What's New Video
     
 
GeneXproTools  

GeneXproServer  

Gene Expression Programming

 
 
What’s New in GeneXproTools 5.0?
 

GeneXproTools 5.0 is a major release of the software, with powerful new additions like: (1) The support for categorical variables & missing values; (2) Extensive data management tools for dataset splitting & sub-sampling; (3) The full integration of Logistic Regression with its own set of fitness functions, visualization tools, and code generation; (4) And a new multifunctional Data Panel, both for record & variable analysis, including outlier detection, variable importance, and error analysis.

 
 

This video covers just a small fraction of the 1000+ new features introduced in version 5, of which a short list is presented below:

  • New Multifunctional Data Panel
  • Support for Categorical Variables and Missing Values
  • Support for Multinomial Classification & Logistic Regression
  • Support for Data Normalization
  • Dataset Partitioning and Sub-sampling
  • Support for GEP Files as Data Source
  • Summary Statistics
  • Outlier Detection & Removal
  • Regression Analysis
  • Variable Importance
  • Residual Analysis
  • New Logistic Regression Category
  • Model Browsing in the Run Panel
  • New Charts for Model Visualization & Selection
  • New Tools for Model Selection
  • Introduction of Evolvable Rounding Thresholds in Classification
  • Improved Results Panel in all Categories
  • Favorite Statistics for all Categories
  • Improved History Panel
  • 100+ New Fitness Functions
  • Adjustable Parsimony Pressure for all Fitness Functions
  • New and Adjustable Variable Pressure for all Fitness Functions
  • More Parameters for the Custom Fitness Functions
  • New Genetic Operators & Modeling Strategies
  • More Variables & Unlimited Ensemble Size
  • New Tools for Creating Ensembles & Random Forests
  • New Programming Languages: R, Octave & Excel VBA
  • Improvements in Generated Model Code
  • 3 Different Forms of Model Output for Classification & Logistic Regression
  • Ensemble Deployment to Excel with Average & Median Probability Models
  • Ensemble Deployment without Embedded Code
  • New Linking Functions
  • Improved Expression Tree Display
  • New Defaults for the Function Sets
  • Import Function Set
  • Import Derived Variables
  • Analysis of Simple Models
  • New Charts for Monitoring Evolution
  • New Stop Conditions
  • New Online Help System
  • And Much More…

   
 

 Time Limited Trial

 Try GeneXproTools for free for 30 days!

 Read more...

   Academic Editions

Academic licenses of all GeneXproTools editions are available at a discount for education institutions & students.

   Software Bundles

Bundles of GeneXproTools & GeneXproServer are available at a discount price for all editions of GeneXproTools, including academic editions.

   Subscribe to the GEP-List

3 8 4
   
 


 
Home | What's New | Products | Buy Now | Downloads | Quick Tour | Support | Contact Us | About Gepsoft | Sign Up
Forum | Blog | Videos | Tutorials | Knowledge Base | Server KB | Logistic Regression Guide | Terms of Use | Privacy & Cookies
 
 

Copyright (c) 2000-2014 Gepsoft Ltd. All rights reserved.