Fold 0 - Understanding why coefficient 7399 was selected
Tag: ACCESSORY35
Selected Coefficient: 7399
Taxonomy Path: 12.6.1
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? |
|---|---|---|---|---|---|
| 7399 | 1.000145 | 12.6.1 | 1.6.12 (6889 + 6*83 + 12) | Yes | |
| 110734 | 1.000145 | 12.6.16 | 16.6.12 (16*83^2 + 6*83 + 12) | No | |
| -2922010 | 2.000000 | -78.12.9.5 | -5.9.12.78 (-(5*83^3 + 9*83^2 + 12*83 + 78)) | No |
These are the training products that have the "ACCESSORY35" tag (processing sequence 6140). 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 |
|---|---|---|---|---|---|---|---|
| 19463 | Wall Knob and Hardware for Loop | 110734 | none | 103335 | none | ||
| 19484 | Eco Bracket With Hardware | 7399 | none | 0 | none | ||
| 19469 | Eco Drip Kit | -2922010 | PLANT CARE | -2929409 | none |