8.4.6 Computing Similar Graphlets for a Given Graphlet
You can fetch the k most similar graphlets for a given graphlet as described in the following code:
opg4j> var similars = model.computeSimilars(52, 10)PgxFrame similars = model.computeSimilars(52, 10);similars = model.compute_similars(52, 10) Searching for similar vertices for graphlet with
ID = 52 using the trained model
and printing it with
similars.print(), will result in
the following
output:+----------------------------------+
| dstGraphlet | similarity |
+----------------------------------+
| 52 | 1.0 |
| 10 | 0.8748674392700195 |
| 23 | 0.8551455140113831 |
| 26 | 0.8493421673774719 |
| 47 | 0.8411962985992432 |
| 25 | 0.8281504511833191 |
| 43 | 0.8202780485153198 |
| 24 | 0.8179885745048523 |
| 8 | 0.796689510345459 |
| 9 | 0.7947834134101868 |
+----------------------------------+The following depicts the visualization of two
similar graphlets (top: ID = 52 and
bottom: ID = 10):
Figure 8-1 Pg2vec - Visualization of Two Similar Graphlets
Description of "Figure 8-1 Pg2vec - Visualization of Two Similar Graphlets"
Description of "Figure 8-1 Pg2vec - Visualization of Two Similar Graphlets"
Parent topic: Using the Pg2vec Algorithm