Fold 3 - Understanding why coefficient 574 was selected
Tag: CLEANING
Selected Coefficient: 574
Taxonomy Path: 6.8
Taxonomy Name: Business & Industrial > Food Service
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? |
|---|---|---|---|---|---|
| 574 | 2.000000 | 6.8 | 8.6 (8*71 + 6) | Business & Industrial > Food Service | Yes |
| 51205 | 2.000000 | 14.11.10 | 10.11.14 (10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware | No |
| 3699797 | 2.000000 | 58.66.23.10 | 10.23.66.58 (10*71^3 + 23*71^2 + 66*71 + 58) | No |
These are the training products that have the "CLEANING" tag (processing sequence 580). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 3699797 | SCRUB, BIO-DEGRADABLE, BIODEGRADABLE | 3699223 | LAUNDRY | ||
| 3174 | The Green Collective XOXO Tea Towel | 51205 | Home & Garden > Kitchen & Dining > Tableware | none | 50631 | LAUNDRY | |
| 1420 | Draft Line Cleaning Kit - Ecoline | 574 | Business & Industrial > Food Service | none | 0 | none |