Fold 4 - Understanding why coefficient -4043587740 was selected
Tag: EUCALYPTUS
Selected Coefficient: -4043587740
Taxonomy Path: -0.0.53.8.17.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -4043587740 | 0.000198 | -0.0.53.8.17.2 | -2.17.8.53.0.0 (-(2*71^5 + 17*71^4 + 8*71^3 + 53*71^2)) | Yes | |
| -3887987193 | 0.000397 | -0.0.0.0.11.2 | -2.11.0.0.0.0 (-(2*71^5 + 11*71^4)) | No |
These are the training products that have the "EUCALYPTUS" tag (processing sequence 1105). 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 |
|---|---|---|---|---|---|---|---|
| 2123 | Moroccan "BELDI" Black Soap Eucalyptus - 16 oz Value Size | -3887987193 | SKIN CARE | 155600547 | FACE & BODY CLEANSERS | ||
| 2086 | Argan Oil Bath & Body Gift Sets - Eucalyptus | -4043587740 | SKIN CARE | 0 | none | ||
| 2129 | Moroccan Black Soap Exfoliating Kessa Gift Box - Eucalyptus | -4043587740 | SKIN CARE | 0 | EXFOLIATE |