background heatmap range is limited by maximal value of current epoch, rather than maximum value over all epochs

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

1 stars 0 forks source link

background heatmap range is limited by maximal value of current epoch, rather than maximum value over all epochs #225

Open gfrogat opened 5 years ago

gfrogat commented 5 years ago

not sure whether this is intended, but for me this is unexpected behaviour. In my opinion it would make more sense to scale the heatmaps by the maximum possible value or the maximum attained value over all epochs rather than per epoch.

In the screenshot below you can see that the scaling is completely off for the selected epoch. The actual values are very close but difference in the heatmap is very big.

thinkh commented 5 years ago

The range of the color scale should be [0,1] for relative values.