FONDUE: A Framework for Node Disambiguation Using Network Embeddings
Table 5: Execution time (in seconds) comparison table for the different datasets averaged over 10 different experiments
['[BOLD] % of ambiguous nodes  [BOLD] Methods', '[BOLD] 0.1%  [BOLD] FONDUE', '[BOLD] 0.1%  [BOLD] NC', '[BOLD] 0.1%  [BOLD] CC', '[BOLD] 1%  [BOLD] FONDUE', '[BOLD] 1%  [BOLD] NC', '[BOLD] 1%  [BOLD] CC', '[BOLD] 10%  [BOLD] FONDUE', '[BOLD] 10%  [BOLD] NC', '[BOLD] 10%  [BOLD] CC']
FONDUE is slower than NC, but still comparable. The runtime results reflect the sum of the execution time of two heuristics. All the experiments have been conducted on a Intel i7−7700K CPU 4.20GHz, running the Ubuntu 18.04 distribution of linux, with 32GB of RAM.