Fold 1 - Understanding why coefficient -2565941 was selected
Tag: CIRCLE
Selected Coefficient: -2565941
Taxonomy Path: -1.1.12.7
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -2565941 | 3.000000 | -1.1.12.7 | -7.12.1.1 (-(7*71^3 + 12*71^2 + 71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 25367 | 3.000000 | 20.2.5 | 5.2.20 (5*71^2 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Tarot Cards | No |
| 40755 | 3.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "CIRCLE" tag (processing sequence 570). 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 |
|---|---|---|---|---|---|---|---|
| 250 | Charmed Mandala Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | CITRINE, BRIOLETTE | 2606696 | DAINTY, GEMSTONES, PERFECT, HANDMADE | |
| 228 | St Christopher Medal Rose Quartz Necklace | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | ALYCIÆNGEL | 2591308 | GEMSTONES | |
| 259 | Golden Wreath Earrings | 0 | EARRINGS, CITRINE, BRIOLETTE | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | GEMSTONES | |
| 5437 | Airbrush Scorpio Szn Shirt Design | -2565941 | DESIGN, GREEN | 0 | none |