Sparse Causality Network Retrieval from Short Time Series

Figure 3

ROC values, for each model and each parameter combination. -axis false positive rates (); -axis true positive rates (). (a) and (b) are the same with -axis expanded on the low values only for (b) to better visualise the differences between the various models. Large symbols refer to and validation at value . Color intensity is proportional to time series length. Inference network results are all outside the range of the plot. Reported values are averages over 100 processes.

(a)

(b)