Fold 4 - Understanding why coefficient -2698 was selected
Tag: 920-1142
Selected Coefficient: -2698
Taxonomy Path: -12.34
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? |
|---|---|---|---|---|---|
| -2698 | 2.000000 | -12.34 | -34.12 (-(34*79 + 12)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1464913537541 | 2.000000 | 76.63.0.2.6.2.6 | 6.2.6.2.0.63.76 (6*79^6 + 2*79^5 + 6*79^4 + 2*79^3 + 63*79 + 76) | No |
These are the training products that have the "920-1142" tag (processing sequence 2384). 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 | 1464913537541 | 920-1055 | 1464913540239 | RED THREAD | ||
| 19947 | Madeira Classic Rayon #12 : Color 920-1072 Beige, Coconut Cream | 0 | 920-1055 | 2698 | none | ||
| 19946 | Madeira Classic Rayon #12 : Color 920-1071 Beige, Baby's Breath | -2698 | GRAY EMBROIDERY THREAD, 920-1055, BROWN GREY EMBROIDERY THREAD | 0 | none |