plot.keras_training_history
Plot training history
Description
Plots metrics recorded during training.
Usage
## S3 method for class 'keras_training_history'
plot(
x,
y,
metrics = NULL,
method = c("auto", "ggplot2", "base"),
smooth = getOption("keras.plot.history.smooth", TRUE),
theme_bw = getOption("keras.plot.history.theme_bw", FALSE),
...
) Arguments
| Arguments | Description |
|---|---|
| x | Training history object returned from fit.keras.engine.training.Model(). |
| y | Unused. |
| metrics | One or more metrics to plot (e.g. c('loss', 'accuracy')). Defaults to plotting all captured metrics. |
| method | Method to use for plotting. The default “auto” will use ggplot2 if available, and otherwise will use base graphics. |
| smooth | Whether a loess smooth should be added to the plot, only available for the ggplot2 method. If the number of epochs is smaller than ten, it is forced to false. |
| theme_bw | Use ggplot2::theme_bw() to plot the history in black and white. |
| … | Additional parameters to pass to the plot() method. |