Fold 0 - Understanding why coefficient 34944 was selected
Tag: PFS:HIDDEN
Selected Coefficient: 34944
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 20
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? |
|---|---|---|---|---|---|
| 34944 | 9.000000 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 351 | 11.000000 | 19.4 | 4.19 (4*83 + 19) | No |
These are the training products that have the "PFS:HIDDEN" tag (processing sequence 4257). 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 |
|---|---|---|---|---|---|---|---|
| 10174 | Custom choice for Friends ~ Jellyfish Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10175 | Custom choice for Friends ~ Starfish (Medium) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10152 | Custom choice for Nautical ~ Bermuda Fitted Dinghy (Medium) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10153 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10154 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10156 | Custom choice for Coral Caviar ~ Large Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10160 | Custom choice for Splash ~ Triangle (Large) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10161 | Custom choice for Splash ~ Triangle (Large) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10150 | Custom choice for Flora ~ Palm Frond (Large) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10163 | Custom choice for Friends ~ Sand Dollar (Medium) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 10173 | Custom choice for Friends ~ Seahorse (Small) Pendant | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 28044 | Custom options for Smokemaster C-12 – Self-Contained Electronic Air Cleaning System | 351 | none | -34593 | none | ||
| 10162 | Custom choice for Splash ~ Triangle (Medium) Pendant | 351 | none | -34593 | none | ||
| 28020 | Custom options for Elegant 1000 Traditional Display Case | 351 | none | -34593 | none | ||
| 28021 | Custom options for MiracleAir CM-12 Ceiling Mount Commercial Smoke Eater | 351 | none | -34593 | none | ||
| 28027 | Custom options for Model 3 All Glass Cigar Humidor Display Cabinet | 351 | none | -34593 | none | ||
| 28028 | Custom options for The Cigar Humidifier EB-100 for Cabinets & Lockers | 10-70 Cu Ft | 351 | none | -34593 | none | ||
| 28035 | Custom options for Model 5 Commercial & Retail Humidor Cabinet | 351 | none | -34593 | none | ||
| 28036 | Custom options for Blue OX 1100 High Performance Smoke Eater | 351 | none | -34593 | none | ||
| 10149 | Custom choice for Longtail ~ Pendant | 351 | none | -34593 | none |