naivebayes class object

The functions naivebayes returns an object of the type naivebayes.

An object of class 'naivebayes' is a list with at least the following components:

prior

Matrix with prior probabilities, i.e. marginal class probabilities Pr(class)

pcond

list of matrices with conditional probabilities of the features given the classes (one list element per class), Pr(x|class)

classes

Names (character vector) of the classes

xvar

Names of predictors

xmodel

Conditional model for each predictor

design

Model design object

call

The function call which instantiated the object

Value

objects of the S3 class 'naivebayes'

S3 generics

The following S3 generic functions are available for an object of class naivebayes:

predict

Predict class probabilities for new features data.

print

Basic print method.

See also

naivebayes()

Examples

## See example(naivebayes) for examples