Fold 0 - Understanding why coefficient 31680 was selected
Tag: PFS:HIDDEN
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 13
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 | 2.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 335 | 11.000000 | 19.4 | 4.19 (4*79 + 19) | Product Add-Ons > Product Customization | No |
These are the training products that have the "PFS:HIDDEN" tag (processing sequence 2304). 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 | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10174 | Custom choice for Friends ~ Jellyfish Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10073 | Custom choice for Nautical ~ Opti Pendant in Solid Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10150 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10152 | Custom choice for Nautical ~ Bermuda Fitted Dinghy (Medium) Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10153 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10154 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10155 | Custom choice for Friends ~ Dolphin Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10156 | Custom choice for Coral Caviar ~ Large Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10160 | Custom choice for Splash ~ Triangle (Large) Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10173 | Custom choice for Friends ~ Seahorse (Small) Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10149 | Custom choice for Longtail ~ Pendant | 335 | Product Add-Ons > Product Customization | none | -31345 | none | |
| 10162 | Custom choice for Splash ~ Triangle (Medium) Pendant | 335 | Product Add-Ons > Product Customization | none | -31345 | none |