software for workflow integrating network analysis, predictive analytics, and performance metrics
In Orange, you can do something like this:



This takes the network, which is already containing class you'd like to predict, then training (or testing) the learner in Test &amp; Score and evaluating it in Confusion Matrix. Then you can see misclassifications directly in the network graph.

There are a bunch of other learners and evaluation methods available. A big plus is also interactive data exploration (see how you can input wrongly classified data into Network Explorer?). However, there's no dashboard available yet. We make do with opening several windows side by side.

That's just my 2¢ on Orange. I suggest you to at least try all of them and see which one works best for you. :)