Fold 1 - Understanding why coefficient -4025366 was selected
Tag: REUSABLE
Selected Coefficient: -4025366
Taxonomy Path: -0.78.12.8
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? |
|---|---|---|---|---|---|
| -4025366 | 1.012658 | -0.78.12.8 | -8.12.78.0 (-(8*79^3 + 12*79^2 + 78*79)) | Yes | |
| 82824311 | 1.012658 | 0.0.78.9.2 | 2.9.78.0.0 (2*79^4 + 9*79^3 + 78*79^2) | No | |
| 884 | 2.000000 | 15.11 | 11.15 (11*79 + 15) | Luggage & Bags > Shopping Totes | No |
These are the training products that have the "REUSABLE" tag (processing sequence 135). 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 | 82824311 | ORGANIC | 86849677 | BATHROOM, PETS, HAIR | ||
| 8108 | Tote Butterfly Pink Believe Ma (2.99) | 884 | Luggage & Bags > Shopping Totes | none | 4026250 | none | |
| 7814 | Green Fairy | -4025366 | GREEN | 0 | none |