Changing threshold for classification

[ScottF]

Hi @arne_g99 -

You can use the Binary Classification Inspector to adjust the threshold and see how your confusion matrix (and associated metrics) change. Once you arrive at a reasonable threshold value, you can apply a threshold as you mention using the Rule Engine node.

Check out this discussion from @paolotamag and associated workflow:

Binary Classification Inspector predicting upon new data

Hi @ReidF, I am happy you are liking our new node and its view. The node is meant to give an interactive solution to find the best threshold and select a single model from its view. However it also compute a number a number of things regardless its view acting as some kind of a new “Scorer node” only for binary classification. In fact it outputs the settings for you to store and re-apply with other nodes (like for example a Rule Engine node) to a deployment model. First of all by default you …

Applying Optimized Threshold from Binary Calssification Inspector – paolotamag