Fold 0 - Understanding why coefficient 670 was selected
Tag: CLEANING
Selected Coefficient: 670
Taxonomy Path: 6.8
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? |
|---|---|---|---|---|---|
| 670 | 3.012048 | 6.8 | 8.6 (8*83 + 6) | Yes | |
| 1417 | 3.012048 | 6.17 | 17.6 (17*83 + 6) | No | |
| 19 | 4.000000 | 19 | 19 (19) | No | |
| 8790600 | 4.000000 | 70.2.31.15 | 15.31.2.70 (15*83^3 + 31*83^2 + 2*83 + 70) | No | |
| 4412694336 | 4.000000 | 0.6.31.81.9.1 | 1.9.81.31.6.0 (3939040643 + 9*83^4 + 81*83^3 + 31*83^2 + 6*83) | No |
These are the training products that have the "CLEANING" tag (processing sequence 6924). 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 |
|---|---|---|---|---|---|---|---|
| 3173 | Tea Towel & SPRUCE Cloth Gorgeous Gift Sets by The Green Collective | 4412694336 | COMPOSTABLE, LAUNDRY, REUSABLE | 4412693666 | none | ||
| 3174 | The Green Collective XOXO Tea Towel | 8790600 | LAUNDRY, REUSABLE | 8789930 | none | ||
| 20148 | Needle Bar Pipe Cleaning Brush Rod for Chainstitch Machines | 1417 | none | 747 | none | ||
| 1420 | Draft Line Cleaning Kit - Ecoline | 670 | none | 0 | none | ||
| 13918 | Buffing and Polishing Cloth | 19 | none | -651 | none |