Element Configuration

To represent logical signal states, use the Bit Plot.

To visualize lines of equal data values, use the Data Contour Plot.

X-Axis

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as x-axis.

Y-Axis

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as y-axis.

No. of Bins

Define a number of grid points for the X- and Y-axis.

Z-Axis

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as z-axis.

Metric

The metric is calculated on the points in a bin of the given Z-axis signal. The bins function like a histogram. Internally, overlapping bins are used to smooth the calculated values.

Mean/Min/Max/Median: Calculates the mean/min/max/median of the points in a bin.

Data Density: Calculates the percentage of points in a bin compared to all points.

Show

Activate the check-box to display the corresponding elements.

Map: Map of the data.

Contour: Contour lines of the data.

Data: Data points.

Only Marked Data: Map, contour, and data points of selected data only.

Convex Hull: Smallest 2D or 3D convex set containing the data.

Dataset

Select whether to use All Active, the Active Training, or the Active Test dataset for the element view. To select specific datasets (only active datasets are available), use the Custom option from the drop-down list or the button. The Use for All button applies the configurations to all elements on the tab. The active datasets can be changed using the Data > Active Datasets menu or the Active Datasets hyperlink in the Visualization step.

Filter

Select the filter you want to use for the element from the drop-down list. To create a new filter, use the button. For more information, see Filtering Data. The Use for All button applies the filter to all elements on the tab.

Contour

To display the grid in the plot, activate the Grid check-box.

To show labels on the contour lines, activate the Show Labels check-box.

Use the input fields to customize the contour lines and labels. You can specify the label spacing, interval, and font size, as well as the contour line width.

Level:

• Automatic: Values that span the value range are selected.

• Number of Levels: Contour lines are drawn at n automatically selected heights. Valid entries are integers between 1 and 100.

• Manual: Specify the contour levels as a vector of monotonically increasing values (e.g., [10, 40, 70, 80]).

To structure and display your data in tabular form, use the Data Table.

All except parameters are available signals.

Columns

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as column.

Comments: To add a comments column to the table, drag and drop the Comments lable into a column field. In the table:To add a comment, click the cell and start typing. To edit an existing comment, double-click the cell. To delete an existing comment, click the cell and press ← Backspace.

Use to delete the column from the table.

Clear All deletes all set columns.

Dataset

Select whether to use All Active, the Active Training, or the Active Test dataset for the element view. To select specific datasets (only active datasets are available), use the Custom option from the drop-down list or the button. The Use for All button applies the configurations to all elements on the tab. The active datasets can be changed using the Data > Active Datasets menu or the Active Datasets hyperlink in the Visualization step.

Filter

Select the filter you want to use for the element from the drop-down list. To create a new filter, use the button. For more information, see Filtering Data. The Use for All button applies the filter to all elements on the tab.

Show

Selection Highlighting: Highlights the data points within a selection in the table. A highlighting column is added to the table.

Only Marked Data: Activate to display only the points within a selection.

To visualize signal data as a histogram, use the Histogram plot.

Data

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as data label.

Dataset

Select whether to use All Active, the Active Training, or the Active Test dataset for the element view. To select specific datasets (only active datasets are available), use the Custom option from the drop-down list or the button. The Use for All button applies the configurations to all elements on the tab. The active datasets can be changed using the Data > Active Datasets menu or the Active Datasets hyperlink in the Visualization step.

Filter

Select the filter you want to use for the element from the drop-down list. To create a new filter, use the button. For more information, see Filtering Data. The Use for All button applies the filter to all elements on the tab.

Show

Normal Distribution: Displays a fitted normal distribution (red curve) overlaid on the histogram. The curve's parameters (mean and standard deviation) are calculated to best represent the given dataset.

Mean (μ): Shows the mean (average) value of the dataset as a vertical black dashed line in the histogram. It represents the central tendency of the data.

Sigma (σ): Shows the standard deviation as vertical gray dashed lines on either side of the mean. Sigma measures the dispersion or spread of data points around the mean.

To display residuals as a histogram, use the Residual Histogram plot. Residuals are the deviations or errors between two signals. This plot type can also display RMSE and R².

Evaluation

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as evaluation.

Reference

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as reference. The residuals are calculated as Reference minus Evaluation.

Dataset

Select whether to use All Active, the Active Training, or the Active Test dataset for the element view. To select specific datasets (only active datasets are available), use the Custom option from the drop-down list or the button. The Use for All button applies the configurations to all elements on the tab. The active datasets can be changed using the Data > Active Datasets menu or the Active Datasets hyperlink in the Visualization step.

Filter

Select the filter you want to use for the element from the drop-down list. To create a new filter, use the button. For more information, see Filtering Data. The Use for All button applies the filter to all elements on the tab.

Show

Normal Distribution: Displays a fitted normal distribution (red curve) overlaid on the histogram. The curve's parameters (mean and standard deviation) are calculated to best represent the given dataset.

Mean (μ): Shows the mean (average) value of the dataset as a vertical black dashed line in the histogram. It represents the central tendency of the data.

Sigma (σ): Shows the standard deviation as vertical gray dashed lines on either side of the mean. Sigma measures the dispersion or spread of data points around the mean.

Only Marked Data: Activate to display only the points within a selection.

RMSE (Root Mean Square Error): Shows the average difference between the values predicted by the model and the actual values.

R² (Coefficient of Determination): Shows the goodness of fit as a value between 0 and 1. An R² value close to 1 signifies an excellent fit, while values near 0 indicate a poor fit. Negative values can occur, indicating a really bad model.

For more information on RSME and R², see Variables RMSE and R2.

To compare measured and predicted signals, use Measured vs Predicted.

To show data as scatter or scope plots, use the Signal Plot.

To visualize signals in 3D, use the Signal Plot 3D.

X-Axis

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as x-axis.

Y-Axis

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as y-axis. You can set up to 14 signals as y-axes.

Z-Axis

You can select a signal from the drop-down, type it, or drag and drop it from the list to set it as z-axis. You can set up to 12 signals as z-axes.

Use to remove the signal from the plot.

Plot Properties

Click the dynamic plot properties button to set the appearance of the signal in the plot. An appropriate line style is automatically selected when you set a signal, e.g. a solid line is selected if the x-axis is time.

You can set the appearance of the markers and plot line, and whether to display the signal on the right axis. To hide the signal in the plot, deactivate the Visible checkbox and the dynamic plot properties button will be grayed out.

Scale

Activate the *-Axis Log-Scale checkbox to use a logarithmic scale on the axis.

Dataset

Select whether to use All Active, the Active Training, or the Active Test dataset for the element view. To select specific datasets (only active datasets are available), use the Custom option from the drop-down list or the button. The Use for All button applies the configurations to all elements on the tab. The active datasets can be changed using the Data > Active Datasets menu or the Active Datasets hyperlink in the Visualization step.

To specify the dataset per signal, activate the Select per Signal checkbox. A button appears next to each signal. It opens the Select Datasets window, where you can select to use All Active, the Active Training, or the Active Test, or a Custom combination of datasets for the signal. This e.g., allows to show a signal from different datasets above each other.

Filter

Select the filter you want to use for the element from the drop-down list. To create a new filter, use the button. For more information, see Filtering Data. The Use for All button applies the filter to all elements on the tab.

Show

Only Marked Data: Activate to display only the points within a selection.

To display a text element, use Text.

You can make the following style settings:

• Font type, size, weight and color

• Italicize, underline and align the text

Changes will always be applied to the whole text.

All signal types are available for drag and drop to copy the name into the text field.