Fold 2 - Understanding why coefficient 2979955 was selected
Tag: CLEANING
Selected Coefficient: 2979955
Taxonomy Path: 14.10.23.8
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? |
|---|---|---|---|---|---|
| 2979955 | 1.000198 | 14.10.23.8 | 8.23.10.14 (8*71^3 + 23*71^2 + 10*71 + 14) | Yes | |
| 5757546 | 1.000198 | 14.10.6.16 | 16.6.10.14 (16*71^3 + 6*71^2 + 10*71 + 14) | Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths | No |
| 574 | 2.000000 | 6.8 | 8.6 (8*71 + 6) | Business & Industrial > Food Service | No |
These are the training products that have the "CLEANING" tag (processing sequence 887). 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! | 5757546 | Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths | none | 2777591 | COMPOSTABLE | |
| 3174 | The Green Collective XOXO Tea Towel | 2979955 | REUSABLE | 0 | none | ||
| 1420 | Draft Line Cleaning Kit - Ecoline | 574 | Business & Industrial > Food Service | none | -2979381 | none |