Table 6 Top correlated features within each group of features obtained using PCA
From: Automated assessment of biological database assertions using the scientific literature
| Â | Dictionary | Co-mention | Context | |||
|---|---|---|---|---|---|---|
| Â | Field | Feature | Field | Feature | Field | Feature |
| Â | Gene-disease relations | |||||
1 | Body | study | Abstract | jaccard | Abstract | MeanOverlap |
| Â | Body | found | Abstract | dice | Abstract | MaxCosine |
| Â | Body | analysis | Abstract | cosine | Abstract | MeanMatching |
| Â | Body | report | Abstract | matching | Abstract | MeanDice |
| Â | Body | result | Body | cosine | Body | Coeff.VarJaccard |
2 | Body | susceptible | Title | matching | Title | Geo.MeanJaccard |
| Â | Body | associated | Title | jaccard | Title | Harm.MeanDice |
| Â | Abstract | susceptible | Title | dice | Title | Harm.MeanCosine |
| Â | Body | risk | Title | cosine | Title | Harm.MeanMatching |
| Â | Abstract | associated | Body | matching | Title | Harm.MeanJaccard |
3 | Body | cell | Abstract | cosine | Abstract | Harm.MeanCosine |
| Â | Body | interact | Abstract | dice | Abstract | Geo.MeanCosine |
| Â | Body | complex | Abstract | jaccard | Abstract | MinMatching |
| Â | Body | bind | Body | dice | Abstract | Geo.MeanDice |
| Â | Body | figure | Body | jaccard | Abstract | Geo.MeanJaccard |
| Â | Protein-protein interaction | |||||
1 | Body | result | Abstract | Dice | Title | MaxCosine |
| Â | Body | study | Abstract | Cosine | Title | MaxDice |
| Â | Body | cell | Abstract | Matching | Title | MaxOverlap |
| Â | Body | show | Body | Jaccard | Title | MaxJaccard |
| Â | Body | shown | Body | Dice | Title | MaxMatching |
2 | Abstract | express | Title | Jaccard | Abstract | Harm.MeanDice |
| Â | Body | yeast | Title | Dice | Abstract | Harm.MeanCosine |
| Â | Body | termin | Title | Cosine | Abstract | Geo.MeanJaccard |
| Â | Abstract | receptore | Title | Matching | Abstract | Geo.MeanDice |
| Â | Body | complex | Body | Cosine | Abstract | Geo.MeanCosine |
3 | Title | residue | Abstract | Matching | Title | Geo.MeanDice |
| Â | Title | receptore | Title | Matching | Title | Harm.MeanCosine |
| Â | Title | hla | Body | Matching | Title | MinCosine |
| Â | Body | hla | Title | Jaccard | Title | Harm.MeanMatching |
| Â | Abstract | hla | Body | Dice | Title | MinDice |