Fold 1 - Understanding why coefficient 41833 was selected
Tag: STUD
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 21
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? |
|---|---|---|---|---|---|
| 41833 | 5.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| 0 | 16.000000 | 0 | 0 (0) | No |
These are the training products that have the "STUD" tag (processing sequence 64). 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 |
|---|---|---|---|---|---|---|---|
| 26886 | Druzzy Earring Set | 41833 | none | 0 | none | ||
| 20681 | Alexandra Enamel and Diamond Earrings | 41833 | none | 0 | EARRINGS, ENAMEL, HALO | ||
| 20768 | Trinity Diamond Earrings | 41833 | none | 0 | none | ||
| 25947 | Mini Trixie Earrings | 41833 | none | 0 | EARRINGS, SCANDI CHIC | ||
| 25955 | Portofino Diamond Earrings | 41833 | none | 0 | EARRINGS | ||
| 26672 | Pineapple Earrings | 41833 | none | 0 | none | ||
| 26813 | Trust You Stud Earrings | 41833 | none | 0 | EARRINGS, CYBER | ||
| 20624 | Emery Diamond Bar Earrings | 41833 | none | 0 | PRICES_$200-$300 | ||
| 25898 | Arezzo Diamond Earrings | 41833 | none | 0 | EARRINGS | ||
| 25899 | Bella Earrings | 41833 | none | 0 | EARRINGS, SCANDI CHIC | ||
| 25900 | Como Diamond Earrings | 41833 | none | 0 | EARRINGS | ||
| 25905 | Emma Earrings | 41833 | none | 0 | EARRINGS, SCANDI CHIC | ||
| 25911 | Gigi Earrings | 41833 | none | 0 | HOOP, EARRINGS, SCANDI CHIC, GIGI, STICK | ||
| 25924 | Maxi Sienna Earrings | 41833 | none | 0 | EARRINGS, SCANDI CHIC | ||
| 25944 | Mini Mila Earrings | 41833 | none | 0 | EARRINGS, SCANDI CHIC | ||
| 25946 | Mini Sienna Earrings | 41833 | none | 0 | EARRINGS, SCANDI CHIC | ||
| 20769 | Labradorite and Diamond Earrings | 0 | EARRING | -41833 | none | ||
| 20778 | 5 Petal Leaf Earrings | 0 | EARRING | -41833 | PRICES_$200-$300 | ||
| 20836 | Diamond Triangle Earrings | 0 | EARRING | -41833 | PRICES_$200-$300 | ||
| 20881 | Diamond Starburst Earrings | 0 | EARRING | -41833 | none | ||
| 20949 | Diamond Halo Earrings | 0 | EARRING | -41833 | PRICES_$200-$300, HALO |