Fold 4 - Understanding why coefficient 15550 was selected
Tag: BEADED
Selected Coefficient: 15550
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
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? |
|---|---|---|---|---|---|
| 15550 | 0.000198 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 20591 | 0.000992 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "BEADED" tag (processing sequence 715). 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 |
|---|---|---|---|---|---|---|---|
| 883 | Dezorro | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 5041 | none | |
| 6938 | Here Comes the Sun | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 6939 | Sandy Storm Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 6950 | Rainbow Love Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 6951 | Sand Storm Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 6959 | Sanibel Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none |