Fold 1 - Understanding why coefficient 25632 was selected
Tag: PFS:HIDDEN
Selected Coefficient: 25632
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 25632 | 2.000000 | 1.6.5 | 5.6.1 (5*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 303 | 10.000000 | 19.4 | 4.19 (4*71 + 19) | Product Add-Ons > Product Customization | No |
These are the training products that have the "PFS:HIDDEN" tag (processing sequence 1868). 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 |
|---|---|---|---|---|---|---|---|
| 10175 | Custom choice for Friends ~ Starfish (Medium) Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10174 | Custom choice for Friends ~ Jellyfish Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10073 | Custom choice for Nautical ~ Opti Pendant in Solid Silver | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10153 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10155 | Custom choice for Friends ~ Dolphin Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10156 | Custom choice for Coral Caviar ~ Large Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10160 | Custom choice for Splash ~ Triangle (Large) Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10161 | Custom choice for Splash ~ Triangle (Large) Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10163 | Custom choice for Friends ~ Sand Dollar (Medium) Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10173 | Custom choice for Friends ~ Seahorse (Small) Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10149 | Custom choice for Longtail ~ Pendant | 303 | Product Add-Ons > Product Customization | none | -25329 | none | |
| 10162 | Custom choice for Splash ~ Triangle (Medium) Pendant | 303 | Product Add-Ons > Product Customization | none | -25329 | none |