Fold 2 - Understanding why coefficient 19 was selected
Tag: CLEANING
Selected Coefficient: 19
Taxonomy Path: 19
Taxonomy Name: Product Add-Ons
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? |
|---|---|---|---|---|---|
| 19 | 3.000000 | 19 | 19 (19) | Product Add-Ons | Yes |
| 62316 | 3.000000 | 64.77.9 | 9.77.64 (9*79^2 + 77*79 + 64) | No | |
| 5573041 | 3.000000 | 65.76.23.11 | 11.23.76.65 (11*79^3 + 23*79^2 + 76*79 + 65) | No | |
| 7926781 | 3.000000 | 0.9.6.16 | 16.6.9.0 (16*79^3 + 6*79^2 + 9*79) | No |
These are the training products that have the "CLEANING" tag (processing sequence 994). 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 | 7926762 | COMPOSTABLE | ||
| 3104 | Global Soap Stain Remover Soap | 5573041 | BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE | 5573022 | none | ||
| 3174 | The Green Collective XOXO Tea Towel | 62316 | REUSABLE, BATHROOM | 62297 | none | ||
| 13918 | Buffing and Polishing Cloth | 19 | Product Add-Ons | none | 0 | none |