Figure 5: Edge orientation Performance of different active learning algorithms. | Scientific Reports

Figure 5: Edge orientation Performance of different active learning algorithms.

From: An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation

Figure 5

(A) Average edge orientation accuracy; (B) Average experimental cost; (C) Edge orientation accuracy versus experimental cost; Edge orientation accuracy is measured by proportion of correctly oriented edges, whereas experimental cost is measured by number of experiments over total number of genes. In panel (C), algorithms located closer to the bottom right corner of the graph have better edge orientation performance in terms of both accuracy and experimental cost.

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