Dashboard

These functions help assemble the overall dashboard.

Create a dashboard

• fdBoard

Create the body of the dashboard.

• fdBody

Create the header of the dashboard

• fdHeader

Create a page of the dashboard

• fdPage

Create the sidebar of the dashboard.

• fdSidebar

Create a menu in the sidebar

• fdMenuItem
• fdMenuSubItem
• fdSidebarMenu

Layout

These functions help organize different panels on the dashboard.

Create a box

• fdBox
• fdRowBox

Create a column

• fdColumn

Create a row

• fdRow

Panels

These functions help create panels that are composed of widgets to display different model outputs.

Display performance metrics for a classification model

• computeClassificationMetrics
• fdPanelClassificationMetrics

Display performance metrics by class for a classification model

• computeClassificationMetricsByClass
• fdPanelClassificationMetricsByClass

Display regression coefficients

• fdPanelCoefficients

Display a histogram and table of summary statistics

• fdPanelHistogram

Display variable importance

• fdPanelImportance

Display a panel of metrics

• fdPanelMetrics

Display a panel of diagnostic plots for regression models

• fdPanelRegressionDiagnostics
• fdPlotsRegressionDiagnostics

Display performance metrics for a regression model

• computeRegressionMetrics
• fdPanelRegressionMetrics

Display model residuals for a linear regression model

• fdPanelRegressionResiduals

Dispaly scatterplot of actual vs. predicted values for a regression model.

• fdPanelRegressionScatterplot

Widgets

These functions help create widgets which can then be composed into panels.

Create a dropdown menu

• fdDropdownMenu

Create a font icon.

• fdIcon

Create an info box.

• fdInfoBox

Create a message

• fdMessage

Create a modal, popover or tooltip

• fdModal
• fdPopover
• fdTooltip

Create a notification

• fdNotification

Create an interactive plot using plotly.

• fdPlotly

Create a table

• fdSimpleTable
• fdTable

Display a statistic

• fdStat

Create an interactive tour of a page.

• fdTour

Create a value box.

• fdValueBox

Plots

These functions create custom interactive plots

Interactive performance plots for classification models.

• fdPlotClassificationPerformance

Interactive Conditional Density Plot

• fdPlotConditionalDensity

Interactive Confusion Matrix

• fdPlotConfusionMatrix

Interactive plot for cv.glmnet object.

• fdPlotCvGlmnet

Interactive coefficient profile plot for glmnet objects.

• fdPlotGlmnet

Interactive Mismatch Matrix

• fdPlotMismatchMatrix

Render

These functions help preview a widget.

Preview a widget in the dashboard.

• fdPreview
• fdPreviewBoard

Render a dashboard in Alteryx.

• fdRender