Fold 4 - Understanding why coefficient -389500810 was selected
Tag: TREE
Selected Coefficient: -389500810
Taxonomy Path: -0.0.0.0.10
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -389500810 | 1.000000 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*79^4)) | Yes | |
| 5492330 | 1.000000 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
These are the training products that have the "TREE" tag (processing sequence 3399). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 19765 | Deep Breath Salve | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 394993140 | SALVES | |
| 19818 | Holographic Echinacea Sticker | -389500810 | STICKER | 0 | MERCHANDISE |