R how to visualize confusion matrix using the caret package

Question

I'd like to visualize the data I've put in the confusion matrix. Is there a function I could simply put the confusion matrix and it would visualize it (plot it)?

Example what I'd like to do(Matrix$nnet is simply a table containing results from the classification):

Confusion$nnet <- confusionMatrix(Matrix$nnet)
plot(Confusion$nnet)

My Confusion$nnet$table looks like this:

    prediction (I would also like to get rid of this string, any help?)
    1  2
1   42 6
2   8 28

Answer 1

You could use the built-in fourfoldplot. For example,

ctable <- as.table(matrix(c(42, 6, 8, 28), nrow = 2, byrow = TRUE))
fourfoldplot(ctable, color = c("#CC6666", "#99CC99"),
             conf.level = 0, margin = 1, main = "Confusion Matrix")