summary.IBHM: summary.IBHM

In IBHM: Approximation using the IBHM method

Description

summary method for class "IBHM".

Usage

## S3 method for class 'IBHM'
summary(object, ...)

## S3 method for class 'summary.IBHM'
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)

IBHM documentation built on May 30, 2017, 4:32 a.m.