Fold 1 - Understanding why coefficient -128899165 was selected
Tag: HERS
Selected Coefficient: -128899165
Taxonomy Path: -14.11.10.5.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -128899165 | 2.000000 | -14.11.10.5.5 | -5.5.10.11.14 (-(5*71^4 + 5*71^3 + 10*71^2 + 11*71 + 14)) | Yes | |
| -128893839 | 3.000000 | -13.7.9.5.5 | -5.5.9.7.13 (-(5*71^4 + 5*71^3 + 9*71^2 + 7*71 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HERS" tag (processing sequence 847). 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 |
|---|---|---|---|---|---|---|---|
| 6187 | Christmas "Squad" Holiday Ornament | 0 | ORNAMENT | 128899165 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | |
| 6186 | Zeta Phi Beta Key Chain Tag | -128893839 | CELEBRATE | 5326 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | SMALL, BIRTHDAY, HANDMADE | |
| 6112 | Alpha Omega Phi (Classic) Button Pin | -128899165 | AMICAE, CELEBRATE | 0 | none | ||
| 6133 | Zeta Button Pin (Seal) | -128899165 | AMICAE, CELEBRATE | 0 | none |