Fold 1 - Understanding why coefficient 19 was selected
Tag: CLEANING
Selected Coefficient: 19
Taxonomy Path: 19
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 19 | 4.000000 | 19 | 19 (19) | Yes | |
| 670 | 4.000000 | 6.8 | 8.6 (8*83 + 6) | No | |
| 8674236 | 4.000000 | 72.11.14.15 | 15.14.11.72 (15*83^3 + 14*83^2 + 11*83 + 72) | No | |
| 8791528 | 4.000000 | 2.14.31.15 | 15.31.14.2 (15*83^3 + 31*83^2 + 14*83 + 2) | No | |
| 4389238136 | 4.000000 | 15.16.29.40.9.1 | 1.9.40.29.16.15 (3939040643 + 9*83^4 + 40*83^3 + 29*83^2 + 16*83 + 15) | No |
These are the training products that have the "CLEANING" tag (processing sequence 6947). 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 |
|---|---|---|---|---|---|---|---|
| 3021 | Circuly Plastic Free Cleaning Cloths - Amazing Value & Eco-Friendly! | 4389238136 | COMPOSTABLE, LAUNDRY | 4389238117 | none | ||
| 3174 | The Green Collective XOXO Tea Towel | 8791528 | LAUNDRY | 8791509 | REUSABLE | ||
| 3104 | Global Soap Stain Remover Soap | 8674236 | ANTISEPTIC, SCRUB, LAUNDRY | 8674217 | none | ||
| 1420 | Draft Line Cleaning Kit - Ecoline | 670 | none | 651 | none | ||
| 13918 | Buffing and Polishing Cloth | 19 | none | 0 | none |