| General
Features |
Standard |
Advanced |
Professional |
Enterprise |
| Independent Variables |
20 |
100 |
1000 |
Unlimited |
| Support |
Yes |
Yes |
Yes |
Yes |
| Ensemble Deployment to Excel Size |
Unlimited |
Unlimited |
Unlimited |
Unlimited |
| Training Records |
Unlimited |
Unlimited |
Unlimited |
Unlimited |
| Validation/Testing Records |
Unlimited |
Unlimited |
Unlimited |
Unlimited |
| Scoring Records |
Unlimited |
Unlimited |
Unlimited |
Unlimited |
| Derived Variables/Features |
Unlimited |
Unlimited |
Unlimited |
Unlimited |
| Categorical Variables Support |
Yes |
Yes |
Yes |
Yes |
| Missing Values Support |
Yes |
Yes |
Yes |
Yes |
| Data Normalization |
Yes |
Yes |
Yes |
Yes |
| Dataset Partitioning |
Yes |
Yes |
Yes |
Yes |
| Sub-sampling & Bootstrapping |
Yes |
Yes |
Yes |
Yes |
| Mini-batch Processing |
Yes |
Yes |
Yes |
Yes |
| Outlier Detection & Removal |
Yes |
Yes |
Yes |
Yes |
| Multinomial Logistic Regression &
Classification |
Yes |
Yes |
Yes |
Yes |
| Import from Excel & Database |
Yes |
Yes |
Yes |
Yes |
| Import from Text Files |
Yes |
Yes |
Yes |
Yes |
| Import from Gep Files |
Yes |
Yes |
Yes |
Yes |
| Built-in Fitness Functions for
Regression |
49 |
49 |
49 |
49 |
| Built-in Fitness Functions for Logistic Regression |
59 |
59 |
59 |
59 |
| Built-in Fitness
Functions for Classification |
52 |
52 |
52 |
52 |
| Built-in Fitness
Functions for Times Series Prediction |
49 |
49 |
49 |
49 |
| Built-in Fitness
Functions for Logic Synthesis |
21 |
21 |
21 |
21 |
| User Defined Fitness
Functions |
Yes |
Yes |
Yes |
Yes |
| Fitness
Functions with Parsimony Pressure |
Yes |
Yes |
Yes |
Yes |
| Fitness
Functions with Variable Pressure |
Yes |
Yes |
Yes |
Yes |
| Simplification Algorithms |
Yes |
Yes |
Yes |
Yes |
| Favorite Statistics |
Yes |
Yes |
Yes |
Yes |
| Data Analysis & Visualization |
Yes |
Yes |
Yes |
Yes |
| Variable & Record Analysis |
Yes |
Yes |
Yes |
Yes |
| Model Analysis & Visualization |
Yes |
Yes |
Yes |
Yes |
| Variable Importance |
Yes |
Yes |
Yes |
Yes |
| Error Analysis |
Yes |
Yes |
Yes |
Yes |
| Built-in Mathematical Functions |
279 |
279 |
279 |
279 |
| Built-in Logical Functions |
258 |
258 |
258 |
258 |
| Dynamic UDFs (Custom Functions) |
Yes |
Yes |
Yes |
Yes |
| Static UDFs (Derived Variables) |
Yes |
Yes |
Yes |
Yes |
| Mathematical Linking Functions |
7 |
7 |
7 |
7 |
| Logical Linking Functions |
10 |
10 |
10 |
10 |
| Random Numerical
Constants |
Yes |
Yes |
Yes |
Yes |
| Warm Start with Seed Models |
Yes |
Yes |
Yes |
Yes |
| Import Models |
Yes |
Yes |
Yes |
Yes |
| Evolutionary History
(Multimodels) |
Yes |
Yes |
Yes |
Yes |
| Model Management |
Yes |
Yes |
Yes |
Yes |
| Multiple Runs |
Yes |
Yes |
Yes |
Yes |
| Complexity Increase
Engine |
Yes |
Yes |
Yes |
Yes |
| Built-in Programming Languages
(Math) |
19 |
19 |
19 |
19 |
| Built-in Programming Languages
(Boolean) |
16x6 |
16x6 |
16x6 |
16x6 |
| User Defined Programming
Languages |
Yes |
Yes |
Yes |
Yes |
| Expression Tree Generation |
Yes |
Yes |
Yes |
Yes |
| Ada Code Generation |
Yes |
Yes |
Yes |
Yes |
| C Code Generation |
Yes |
Yes |
Yes |
Yes |
| C++ Code Generation |
Yes |
Yes |
Yes |
Yes |
| C# Code Generation |
Yes |
Yes |
Yes |
Yes |
| Excel VBA Code Generation |
Yes |
Yes |
Yes |
Yes |
| Fortran Code Generation |
Yes |
Yes |
Yes |
Yes |
| Java Code Generation |
Yes |
Yes |
Yes |
Yes |
| Javascript Code
Generation |
Yes |
Yes |
Yes |
Yes |
| Matlab Code Generation |
Yes |
Yes |
Yes |
Yes |
| Octave Code Generation |
Yes |
Yes |
Yes |
Yes |
| Pascal Code Generation |
Yes |
Yes |
Yes |
Yes |
| Perl Code
Generation |
Yes |
Yes |
Yes |
Yes |
| PHP Code Generation |
Yes |
Yes |
Yes |
Yes |
| Python Code
Generation |
Yes |
Yes |
Yes |
Yes |
| R Code Generation |
Yes |
Yes |
Yes |
Yes |
| Visual Basic Code
Generation |
Yes |
Yes |
Yes |
Yes |
| VB.Net Code Generation |
Yes |
Yes |
Yes |
Yes |
| Verilog Code Generation |
Yes |
Yes |
Yes |
Yes |
| VHDL Code
Generation |
Yes |
Yes |
Yes |
Yes |
| Karva Code Generation |
Yes |
Yes |
Yes |
Yes |
| Scoring (Predictions &
Forecasting) |
Yes |
Yes |
Yes |
Yes |
| Model Deployment to Excel |
Yes |
Yes |
Yes |
Yes |
| Ensemble Deployment to Excel |
Yes |
Yes |
Yes |
Yes |
| Recursive Testing &
Prediction for Time Series Prediction |
Yes |
Yes |
Yes |
Yes |
| Chromosomes (Evolving Models) |
4096 |
4096 |
4096 |
4096 |
| Model Size |
2049 |
2049 |
2049 |
2049 |
GeneXproTools is available in five different editions: Home, Standard, Advanced, Professional, and Enterprise. In addition,
Academic Editions are available at a discount for all editions of GeneXproTools, except the Home Edition. The Academic Editions have all the
features of their respective commercial editions and can only be used for academic purposes by students and academic staff.
