Fold 1 - Understanding why coefficient 51205 was selected
Tag: REUSABLE
Selected Coefficient: 51205
Taxonomy Path: 14.11.10
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware
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? |
|---|---|---|---|---|---|
| 51205 | 1.000000 | 14.11.10 | 10.11.14 (10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware | Yes |
| 54397431 | 1.000000 | 0.0.70.9.2 | 2.9.70.0.0 (2*71^4 + 9*71^3 + 70*71^2) | No |
These are the training products that have the "REUSABLE" tag (processing sequence 127). 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 |
|---|---|---|---|---|---|---|---|
| 3136 | Native Neem Organic Neem Oil | 54397431 | ORGANIC | 54346226 | PETS | ||
| 3174 | The Green Collective XOXO Tea Towel | 51205 | Home & Garden > Kitchen & Dining > Tableware | none | 0 | none |