Fold 2 - Understanding why coefficient 31680 was selected
Tag: WITCHY
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 31680 | 1.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 131312 | 5.000000 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
These are the training products that have the "WITCHY" tag (processing sequence 1848). 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 |
|---|---|---|---|---|---|---|---|
| 5177 | Handmade Clay Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | 99632 | none | |
| 12526 | WITCH'S KNUCKLE DUSTER PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | PENDANT | |
| 12527 | THE SINNER HEART PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | PENDANT | |
| 12528 | LUNA SPEAR PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | PENDANT | |
| 12538 | FUCK YOU HEART PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | PENDANT | |
| 12539 | CELESTIAL PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | PENDANT |