Results of the application of network inference algorithms on the simulated dataset.

PPV: Positive Predicted Value (or accuracy) defined as , where is true positive and is false positive; Se: Sensitivity defined as with false negative. : directed graph; : undirected graph. In bold are the results obtained by using our parallel implementation of the NIR algorithm which could not be obtained in [8]. NIR performs significantly better than other software even for the 1000 gene networks.