| Feature |
Description |
Personal |
Professional |
Enterprise |
| Create
New Systems |
Create new systems to store system models & system properties |
X |
X |
X |
| Open
Existing Systems |
Open existing systems from disk |
X |
X |
X |
| Save
Systems |
Save systems to disk for future use |
X |
X |
X |
| Select
Recent Systems |
Select recently used systems for fast system access |
X |
X |
X |
| Export
Data |
Exports data partitions to disk |
X |
X |
X |
| Select
Recent Data Sources |
Select recently used data files for fast data access |
X |
X |
X |
| View
Statistics |
View
performance statistics while optimizing models |
X |
X |
X |
| View
System |
View best models & system models while optimizing |
X |
X |
X |
| View
Charts & Graphs |
View accuracies, predictions and other charts while optimizing or predicting |
X |
X |
X |
| Skip
Models |
Skip bad models while optimizing |
X |
X |
X |
| Resume
Optimization |
Resume optimization after interruption |
X |
X |
X |
| Multi
Processing |
Multi-processing capabilities for quicker optimization runs |
No |
X |
X |
| Distributed
Processing |
Single or multiprocessing capabilities on both, local and remote (LAN)
computers |
No |
No |
X |
| Data
Normalization Settings |
Normalization settings for model inputs and outputs |
X |
X |
X |
| Genetic
Algorithm Settings |
Ability to change a variety of genetic-algorithm settings |
X |
X |
X |
| Manual
Optimization Mode |
Ability to manually
specify model structures instead of using the genetic algorithm |
No |
X |
X |
| Optimization
Settings |
Ability to change the
optimization process settings |
X |
X |
X |
| Data
Wizard |
Wizard used to import data from disk |
X |
X |
X |
| Model
Wizard |
Wizard used to select model types and accuracies |
X |
X |
X |
| Partition
Wizard |
Wizard used to easily partition the imported data into different data sets |
Limited |
X |
X |
| ASCII
Data |
Ability to import ASCII-delimited data |
X |
X |
X |
| Excel |
Ability to import data from Excel spreadsheets |
X |
X |
X |
| SQL
Databases |
Ability to import data from
SQL Server, Oracle and Microsoft Access databases (any ODBC-compliant
database) |
No |
X |
X |
| Mandatory
Inputs |
Enforces specified inputs always to be used in each model |
No |
X |
X |
| Data
Preview Pane |
Ability to preview the imported data |
X |
X |
X |
| Free
Form Models |
Builds free-form meshes |
X |
X |
X |
| Back-Prop
/ Time-Delay
Models |
Builds time-delay (backprop) meshes |
X |
X |
X |
| Generalized
Regression
Models |
Builds generalized-regression meshes |
X |
X |
X |
| Probabilistic
Models |
Builds probabilistic meshes |
X |
X |
X |
| Self-Organizing-Map
Models |
Builds self-organizing meshes |
X |
X |
X |
| Temporal
Models |
Adds temporal capabilities to meshes (Backprop, Freeform & Som only) |
X |
X |
X |
| Hold-Back
Data |
Holds back data for model validation after optimization is
complete |
No |
X |
X |
| Manual
Partitioning |
Manually partitions data into a variety of data sets used during optimization |
X |
X |
X |
| Walk-Forward
Partitioning |
Automatically partitions data using
the walk-forward method |
No |
X |
X |
| Optimization
Parameters |
Influences the fitness calculations |
X |
X |
X |
| Stop
Criteria Parameters |
Influences the length of the optimization process based on several criteria |
X |
X |
X |
| Initialization
Parameters |
Influences the initial model state |
X |
X |
X |
| Data
Presentations Parameters |
Influences the
degree of the model learning |
X |
X |
X |
| Messaging
Parameters |
Influences the optimization speed and update frequency of statistics &
charts |
X |
X |
X |
| Memory
Size Parameters |
Influences the amount of memory used in temporal models |
X |
X |
X |
| Back
Propagation Parameters |
Influences the back propagation structures to be
built |
X |
X |
X |
| Free
Form Parameters |
Influences the Free-Form structures to be
built |
X |
X |
X |
| Self-Organizing
Map (SOM) Parameters |
Influences the
SOM structures to be built |
X |
X |
X |
| Transfer
Function
Parameters |
Influences the transfer functions to be used
(internal function of the models) |
X |
X |
X |
| Maximum
Nbr. Inputs |
The maximum
inputs supported |
32 |
150 |
Unlimited |
| Maximum
Nbr. Outputs |
The
maximum outputs supported |
Unlimited |
Unlimited |
Unlimited |
| Maximum Nbr. Rows |
The maximum number of data rows (records)
supported |
Unlimited |
Unlimited |
Unlimited |