Some notes about how to perform ROC analisys (multiclass case) with SVMs, for this example I used textual opinions as input data. This example can be easely extended to other classifiers, including: RF, LR, SGD and NB.
alonsopg/roc_analysis_with_sklearn
Notes about how to perform ROC analysis with scikit-learn.
Jupyter Notebook