Fold 4 - Understanding why coefficient -18883 was selected
Tag: REUSABLE
Selected Coefficient: -18883
Taxonomy Path: -2.2.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -18883 | 3.000000 | -2.2.3 | -3.2.2 (-(3*79^2 + 2*79 + 2)) | Yes | |
| 884 | 3.000000 | 15.11 | 11.15 (11*79 + 15) | Luggage & Bags > Shopping Totes | No |
| 63293 | 3.000000 | 14.11.10 | 10.11.14 (10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware | No |
| 10447753 | 3.000000 | 3.4.15.21 | 21.15.4.3 (21*79^3 + 15*79^2 + 4*79 + 3) | No |
These are the training products that have the "REUSABLE" tag (processing sequence 4383). 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 |
|---|---|---|---|---|---|---|---|
| 7814 | Green Fairy | 10447753 | LINGERIE | 10466636 | none | ||
| 3174 | The Green Collective XOXO Tea Towel | 63293 | Home & Garden > Kitchen & Dining > Tableware | none | 82176 | none | |
| 8108 | Tote Butterfly Pink Believe Ma (2.99) | 884 | Luggage & Bags > Shopping Totes | none | 19767 | none | |
| 3136 | Native Neem Organic Neem Oil | -18883 | HAIR, PETS | 0 | none |