Skip to content
This repository was archived by the owner on Jun 18, 2026. It is now read-only.

fix: label ensemble predictions as ENSEMBLE instead of COMMON_NEIGHBORS #24

Merged
sauravbhattacharya001 merged 1 commit into from
Mar 2, 2026
Merged

fix: label ensemble predictions as ENSEMBLE instead of COMMON_NEIGHBORS #24

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
8 changes: 5 additions & 3 deletions Gvisual/src/gvisual/LinkPredictionAnalyzer.java
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,9 @@ public enum Method {
/** Sum of 1/log(degree) for each common neighbor. */
ADAMIC_ADAR,
/** Product of the two nodes' degrees. */
PREFERENTIAL_ATTACHMENT
PREFERENTIAL_ATTACHMENT,
/** Weighted average across multiple prediction methods. */
ENSEMBLE
}

// ── Result classes ──────────────────────────────────────────
Expand Down Expand Up @@ -275,7 +277,7 @@ public PredictionResult predictEnsemble(int topK) {

String[] verts = pairVertices.get(entry.getKey());
candidates.add(new PredictedLink(verts[0], verts[1], avg,
Method.COMMON_NEIGHBORS, pairCommon.get(entry.getKey())));
Method.ENSEMBLE, pairCommon.get(entry.getKey())));
}

Collections.sort(candidates, new Comparator<PredictedLink>() {
Expand All @@ -289,7 +291,7 @@ public int compare(PredictedLink a, PredictedLink b) {
0, Math.min(topK, candidates.size()));

return new PredictionResult(new ArrayList<PredictedLink>(top),
Method.COMMON_NEIGHBORS, n, existingEdges, possibleEdges, evaluated);
Method.ENSEMBLE, n, existingEdges, possibleEdges, evaluated);
}

// ── Scoring functions ───────────────────────────────────────
Expand Down
Loading