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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strategies for dealing with overplotting #229

Open gfrogat opened 5 years ago

gfrogat commented 5 years ago

the hover-highlighting feature already helps a bit but we should think of more ways how to deal with the overplotting

thinkh commented 5 years ago

Might be related and helpful: [1810.02445] Visual Designs for Binned Aggregation of Multi-Class Scatterplots https://arxiv.org/abs/1810.02445

gfrogat commented 5 years ago

reducing opacity:

image

points instead of lines as channel:

image

error areas + outliers:

image