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Caleydo / confusionflow-ui

Visualize learning dynamics in multi-class image classifiers (e.g., convolutional neural networks) 💬 @gfrogat @thinkh
https://confusionflow.org
BSD 3-Clause "New" or "Revised" License
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computation of inter and intra supercluster performance metrics #238

Open gfrogat opened 5 years ago

gfrogat commented 5 years ago

based on the sketch for the precision and recall computation and its link to the confusion matrix, we could cluster the classes by the network's error behaviour or underlying schema (e.g. animals supercluster, inanimate object supercluster) and compute the performance metrics inter and intra these clusters (as it's simply blocking of the confusion matrix).

image

Could provide some interesting insights.

any thoughts?