Table 1 Rankings of performance (average F-measure) for the 13 similarity functions
From: Personalized architectural documentation based on stakeholders’ information needs
Ranking for experiment#1 | Ranking for experiment #2 |
|---|---|
Tanimoto (TAN) | Cosine (COS) |
CosineDistance (COSD) | TFIDF-based (TFIDF) |
Cosine (COS) | CosineDistance (COSD) |
DiceSorensen (DICS) | DiceSorensen (DICS) |
TFIDF-based (TFIDF) | Tanimoto (TAN) |
Euclidean (EUC) | Euclidean (EUC) |
Manhattan (MAN) | Manhattan (MAN) |
Chebyshev (CHE) | Jaccard (JAC) |
Overlap (OVE) | Chebyshev (CHE) |
Pearson (PEA) | Overlap (OVE) |
PearsonDistance (PEAD) | PearsonDistance (PEAD) |
AverageKullback (KUL) | Pearson (PEA) |
Jaccard (JAC) | AverageKullback (KUL) |