Model Properties (ASCMO-STATIC)

Model menu > Model Properties

The Model Properties window contains the following elements:

Change Model Type for All Outputs

Select the Model Type for all outputs.

The following model types are available for ASCMO-STATIC:

• No Model

• ASC GP Model

• MLP Model

If the advanced settings are enabled(File > Options > Advanced Settings), the following additional model types are available:

• Polynom Model

• ASC Compressed Model

• Classification (GP) Model

• Classification (MLP) Model

• Model Properties (ASCMO-STATIC)

• Classification (Random Decision Trees) Model

Set Subset Size

If the number of training data is greater than this threshold, a more memory efficient algorithm is used.

Model Type

Select the model type for each output separately. The same selections are available as in the Change model type for all outputs to drop-down list.

Output Transformation

Select the transformation type of the output. Using a transformation can improve the model prediction. If the Automatic checkbox is activated, the transformation type is selected automatically. Not all transformations are available if the training data has negative or zero values.

You can select from the following choices (depending on the model type):

• none: no transformation
• 1/y: inversion
• 1/sqrt(y): inverted square root
• log(y): logarithm
• sqrt(y): square root

• Bounded: limited to lower and upper bound

  Click Edit to view the automatically selected bounds or to define the lower and upper bounds manually. To define them manually, deactivate the Automatic checkbox. The bounds must be in the range of the training data.

  

• log(y+c): logarithm plus constant

  Click Edit to view the automatically selected log shift or to define a manual shift value. To define it manually, deactivate the Automatic checkbox.

  

Automatic

Activate this checkbox if you want the optimal Box-Cox transformation to be determined automatically during model training.

Edit

Opens the <output> - Parameters window for the output and the selected model. See Model Types of ASCMO-STATIC

Model Inputs

Opens the Model Inputs window where you can select which inputs will be used to model the output variables.

If you have disabled inputs, you must restart the model training by clicking OK and then clicking Start Training.

Click Cancel to discard changes.

Start Training

Starts the model training with your settings.

The button opens a context menu where you can choose between:

• Start Training: Starts the model training with your settings.

Cancel

Discards your settings and closes the window.