IBHM (version 1.1-11)

summary.IBHM: summary.IBHM

Description

summary method for class "IBHM".

Usage

"summary"(object, ...)
"print"(x, ...)

Arguments

object

An object of class "IBHM", usually created using TrainIBHM.

x

An object of class "summary.IBHM" created using summary.

...

Further arguments.

Value

An object of class 'summary.IBHM' containing the following fields:

model

Equation stating the obtained model in human readable form.

model.size

Number of components in the model.

TrainSize

Size of the training set used to construct the model.

TrainDim

Number of input attributes in the training set.

mse

Mean squared error.

se.sd

Standard deviation of the squared error.

rmse

Root mean squared error.

cor

Linear correlation between the actual and predicted values on the train data set.

See Also

TrainIBHM

Examples

  x.train <-seq(-2,2,length.out=100)
  y.train <-tanh(x.train)
  
  m <- TrainIBHM(x.train,y.train)  
  summary(m)