Fold 4 - Understanding why coefficient -4251 was selected
Tag: 920-1058
Selected Coefficient: -4251
Taxonomy Path: -18.51
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? |
|---|---|---|---|---|---|
| -4251 | 2.000000 | -18.51 | -51.18 (-(51*83 + 18)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1969806220641 | 2.000000 | 80.67.0.2.6.2.6 | 6.2.6.2.0.67.80 (6*83^6 + 2*83^5 + 6*83^4 + 2*83^3 + 67*83 + 80) | No |
These are the training products that have the "920-1058" tag (processing sequence 3488). 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 |
|---|---|---|---|---|---|---|---|
| 20110 | Madeira Classic Rayon #12 : Color 920-1174 Red/Brown, Cinnamon Stick | 1969806220641 | 920-1055 | 1969806224892 | RED EMBROIDERY THREAD, RED THREAD | ||
| 19943 | Madeira Classic Rayon #12 : Color 920-1058 Brown, Sienna | 0 | 920-1055 | 4251 | none | ||
| 19946 | Madeira Classic Rayon #12 : Color 920-1071 Beige, Baby's Breath | -4251 | GRAY EMBROIDERY THREAD, BROWN GREY EMBROIDERY THREAD, 920-1055, ANTIQUE EMBROIDERY THREAD | 0 | none |