Fold 0 - Understanding why coefficient -2928750 was selected
Tag: REUSABLE
Selected Coefficient: -2928750
Taxonomy Path: -0.70.12.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2928750 | 1.014085 | -0.70.12.8 | -8.12.70.0 (-(8*71^3 + 12*71^2 + 70*71)) | Yes | |
| 54397431 | 1.014085 | 0.0.70.9.2 | 2.9.70.0.0 (2*71^4 + 9*71^3 + 70*71^2) | No | |
| 796 | 2.000000 | 15.11 | 11.15 (11*71 + 15) | Luggage & Bags > Shopping Totes | No |
These are the training products that have the "REUSABLE" tag (processing sequence 209). 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 | 57326181 | HAIR, PETS | ||
| 8108 | Tote Butterfly Pink Believe Ma (2.99) | 796 | Luggage & Bags > Shopping Totes | none | 2929546 | none | |
| 7814 | Green Fairy | -2928750 | GREEN | 0 | none |