gendata.bayes {predbayescor}R Documentation

Generate binary data with Bayesian naive Bayes Models

Description

"gendata.bayes" generates data (both training and test data) with Bayesian naive Bayes model. The prior distribution of "theta" is uniform(0,1). The value of "alpha" is given by argument alpha, which controls the the overall relationship between the response and the predictor variables.

Usage

gendata.bayes(n0,n1,m0,m1,p,alpha)

Arguments

n0 the number of class 0 in training data
n1 the number of class 1 in training data
m0 the number of class 0 in test data
m1 the number of class 1 in test data
p the number of features
alpha a parameter controlling the dependency between the features and the response

Value

train the training data, with the row standing for the cases and the first column being the response
test the test data, of the same format as "train"

See Also

predict_bayes


[Package predbayescor version 1.1-4 Index]