plotnn It is designed for an inspection of the weights for objects of
class interpretnn.
Usage
plotnn(
x,
rep = NULL,
x.entry = NULL,
x.out = NULL,
radius = 0.15,
arrow.length = 0.2,
intercept = FALSE,
intercept.factor = 0.4,
information = FALSE,
information.pos = 0.1,
col.entry.synapse = "black",
col.entry = "black",
col.hidden = "black",
col.hidden.synapse = "black",
col.out = "black",
col.out.synapse = "black",
col.intercept = "black",
col.sig.synapse = "black",
col.insig.synapse = "lightgrey",
col.sig.node = "black",
col.insig.node = "lightgrey",
fontsize = 12,
dimension = 6,
show.weights = FALSE,
file = NULL,
rounding = 3,
alpha = 0.05,
lambda = 0,
...
)Arguments
- x
an object of class
interpretnnet- rep
repetition of the neural network. If rep="best", the repetition with the smallest error will be plotted. If not stated all repetitions will be plotted, each in a separate window.
- x.entry
x-coordinate of the entry layer. Depends on the arrow.length in default.
- x.out
x-coordinate of the output layer.
- radius
radius of the neurons.
- arrow.length
length of the entry and out arrows.
- intercept
a logical value indicating whether to plot the intercept.
- intercept.factor
x-position factor of the intercept. The closer the factor is to 0, the closer the intercept is to its left neuron.
- information
a logical value indicating whether to add the error and steps to the plot.
- information.pos
y-position of the information.
- col.entry.synapse
color of the synapses leading to the input neurons.
- col.entry
color of the input neurons.
- col.hidden
color of the neurons in the hidden layer.
- col.hidden.synapse
color of the weighted synapses.
- col.out
color of the output neurons.
- col.out.synapse
color of the synapses leading away from the output neurons.
- col.intercept
color of the intercept.
- col.sig.synapse
color of the significant synapses.
- col.insig.synapse
color of the insignificant synapses.
- col.sig.node
color of the significant input nodes.
- col.insig.node
color of the insignificant input nodes.
- fontsize
fontsize of the text.
- dimension
size of the plot in inches.
- show.weights
a logical value indicating whether to print the calculated weights above the synapses.
- file
a character string naming the plot to write to. If not stated, the plot will not be saved.
- rounding
number of decimal places to round values.
- alpha
significane level.
- lambda
ridge penalty.
- ...
arguments to be passed to methods, such as graphical parameters (see
par).