pathClass (version 0.9.1)

predict.graphSVM: Predict Method for Graph-SVM Fits...

Description

Predict Method for Graph-SVM Fits

Usage

predict.graphSVM(object, newdata, type="response", ...)

Arguments

object

a fitted object of class inheriting from 'graphSVM'

newdata

a matrix with variables to predict

type

response gives the predictions class gives the predicted classes.

...

currently ignored.

Value

• the predictions.

Details

Obtains predictions from a fitted graphSVM object.

Examples

library(pathClass)
data(example_data)
matched <- matchMatrices(x=x, adjacency=adjacency.matrix, mapping=mapping)
dk <- calc.diffusionKernel(L=matched$adjacency, is.adjacency=TRUE, beta=0) # beta should be tuned
fit <- fit.graph.svm(matched$x[1:5,], y[1:5], DEBUG=TRUE, mapping=matched$mapping, diffusionKernel=dk)
predict(fit, newdata=matched$x[6:10,])