Visualization in a plot with several curves
Hi,
I was trying to plot ROC curves of several models with bob bio roc
. Since there are many curves in a plot, it is hard to understand each one and distinguish them. Below, you can find a sample of such plot:
I was wondering how I can achieve a better visualization. If we use --line-styles
option in bob bio roc
we will have a result as below which is still not clear:
I was searching if I could find a better color map and change the color map of matplotlib
. Inspired by this plot, I changed the color map by replacing this line in bob.measure
with cmap = pyplot.cm.get_cmap(name='gist_ncar')
- only changing the color map. Here is the result:
And if I use --line-styles
option as well, it results the following plot while the above plot is still more clear: