This class is used to create visualizations of loss functions.
Public fields
loss_function[LossFunction]
Loss function.
loss(`numeric()`)
Loss values.
y_pred`numeric()`
Predicted values.
Methods
Method new()
Creates a new instance of this [R6][R6::R6Class] class.
Arguments
loss_function[LossFunction]
Loss function.
y_pred(`numeric()`)
Predicted values.
y_true(`numeric(1)`)
True value.
...(`any`)
Additional arguments passed to the loss function.
Method init_layer_lines()
Initialize the plot with a line plot.
Usage
VisualizerLossFunction$init_layer_lines(
width = 2,
color = "rgb(160,82,45)",
...
)
Arguments
width(`integer(1)`)
Width of the line.
color(`character(1)`)
Color of the line.
...(`any`)
Further arguments passed to `add_trace(...)`.
Method set_layout()
Set the layout of the plotly plot.
Usage
VisualizerLossFunction$set_layout(...)
Arguments
...(`any`)
Layout options directly passed to `layout(...)`.
Return the plot and hence plot it or do further processing.
Usage
VisualizerLossFunction$plot()
Save the plot by using plotlys `orca()` function.
Usage
VisualizerLossFunction$save(...)
Arguments
...(`any`)
Further arguments passed to `orca()`.
Method clone()
The objects of this class are cloneable with this method.
Usage
VisualizerLossFunction$clone(deep = FALSE)
Arguments
deepWhether to make a deep clone.