Fold 3 - Understanding why coefficient -40593 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -40593
Taxonomy Path: -52.3.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -40593 | 4.000000 | -52.3.8 | -8.3.52 (-(8*71^2 + 3*71 + 52)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 11 | 4.000000 | 11 | 11 (11) | Gift Cards | No |
| 15535 | 4.000000 | 57.5.3 | 3.5.57 (3*71^2 + 5*71 + 57) | No | |
| 15550 | 4.000000 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 220). 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 |
|---|---|---|---|---|---|---|---|
| 270 | Intention Bracelet (Small) | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 56143 | BRACELET, FESTIVALLIFE, WOOD | |
| 294 | Farm Sanctuary Intention Bracelet | 15535 | GOLD | 56128 | BRACELET, FESTIVALLIFE, WOOD | ||
| 258 | Give the gift of choice! | 11 | Gift Cards | none | 40604 | none | |
| 272 | Rise Above Multi Strand Necklace | 0 | NECKLACE | 40593 | FESTIVALLIFE | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -40593 | NECKLACE | 0 | none |