Fold 0 - Understanding why coefficient -20767 was selected
Tag: CHAINSTITCH THREAD
Selected Coefficient: -20767
Taxonomy Path: -17.1.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -20767 | 1.000000 | -17.1.3 | -3.1.17 (-(3*83^2 + 83 + 17)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHAINSTITCH THREAD" tag (processing sequence 4968). 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 |
|---|---|---|---|---|---|---|---|
| 20049 | Robison-Anton Gift Set 40wt Super Strength Rayon - 24 Spools GGR2023 | 0 | RAYON | 20767 | GIFT PACK | ||
| 19952 | Madeira Burmilana Cotton #12 Thread: Color 816-3244 | -20767 | BURMILANA, EMBROIDERY THREAD | 0 | none |