predict.Immigrate {Immigrate}R Documentation

predict.Immigrate

Description

This function performs the predion for Immigrate(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms) algorithm.

Usage

## S3 method for class 'Immigrate'
predict(object, xx, yy, newx, sig = 1,
  type = "both", ...)

Arguments

object

result of Immigrate algorithm

xx

model matrix of explanatory variables

yy

label vector

newx

model matrix to be preded

sig

sigma used in algorithm, default to be 1

type

the form of final output, default to be "both"

...

further arguments passed to or from other methods

Value

response

preded probabilities for newx

class

preded class for newx

Examples

data(park)
xx<-park$xx
yy<-park$yy
index<-c(1:floor(nrow(xx)*0.3))
train_xx<-xx[-index,]
test_xx<-xx[index,]
train_yy<-yy[-index]
test_yy<-yy[index]
re<-Immigrate(train_xx,train_yy)
res<-predict(re,train_xx,train_yy,test_xx,type="class")
print(res)


[Package Immigrate version 0.0.2 Index]