Fold 3 - Understanding why coefficient 4088566 was selected
Tag: CLEANING
Selected Coefficient: 4088566
Taxonomy Path: 0.9.23.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4088566 | 2.000160 | 0.9.23.8 | 8.23.9.0 (8*79^3 + 23*79^2 + 9*79) | Yes | |
| 7926781 | 2.000160 | 0.9.6.16 | 16.6.9.0 (16*79^3 + 6*79^2 + 9*79) | No | |
| 19 | 3.000000 | 19 | 19 (19) | Product Add-Ons | No |
| 638 | 3.000000 | 6.8 | 8.6 (8*79 + 6) | Business & Industrial > Food Service | No |
These are the training products that have the "CLEANING" tag (processing sequence 997). 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! | 7926781 | BATHROOM | 3838215 | none | ||
| 3174 | The Green Collective XOXO Tea Towel | 4088566 | REUSABLE, BATHROOM | 0 | none | ||
| 1420 | Draft Line Cleaning Kit - Ecoline | 638 | Business & Industrial > Food Service | none | -4087928 | none | |
| 13918 | Buffing and Polishing Cloth | 19 | Product Add-Ons | none | -4088547 | none |